Merge branch 'main' into feat/bar-panel

test(cloudintegration): add tests for cloudintegrations (#10237 )
* feat: adding tests for cloudintegration api * refactor: updating method * ci: updated logs * ci: fmt fixes * refactor: removing unused vars * refactor: updating test assertion * refactor: worked on review comments * fix: fixing tests * refactor: using yield * refactor: fixing lint issues * refactor: cleaning tests * refactor: review comments * refactor: removing unused imports * refactor: updating fixture name --------- Co-authored-by: Vikrant Gupta <vikrant@signoz.io>
2026-02-12 12:32:04 +00:00 · 2026-02-12 13:44:28 +05:30 · 2026-02-12 13:43:29 +05:30 · 2026-02-12 06:36:07 +00:00 · 2026-02-11 19:10:53 +05:30 · 2026-02-11 16:08:27 +05:30
59 changed files with 7375 additions and 5339 deletions
--- a/ee/query-service/app/api/api.go
+++ b/ee/query-service/app/api/api.go
@@ -1,7 +1,6 @@
 package api

 import (
-	"log/slog"
 	"net/http"
 	"net/http/httputil"
 	"time"
@@ -14,6 +13,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/http/middleware"
 	querierAPI "github.com/SigNoz/signoz/pkg/querier"
 	baseapp "github.com/SigNoz/signoz/pkg/query-service/app"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/integrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/logparsingpipeline"
 	"github.com/SigNoz/signoz/pkg/query-service/interfaces"
@@ -30,13 +30,13 @@ type APIHandlerOptions struct {
 	RulesManager                  *rules.Manager
 	UsageManager                  *usage.Manager
 	IntegrationsController        *integrations.Controller
+	CloudIntegrationsController   *cloudintegrations.Controller
 	LogsParsingPipelineController *logparsingpipeline.LogParsingPipelineController
 	Gateway                       *httputil.ReverseProxy
 	GatewayUrl                    string
 	// Querier Influx Interval
 	FluxInterval time.Duration
 	GlobalConfig global.Config
-	Logger       *slog.Logger // this is present in Signoz.Instrumentation but adding for quick access
 }

 type APIHandler struct {
@@ -50,6 +50,7 @@ func NewAPIHandler(opts APIHandlerOptions, signoz *signoz.SigNoz) (*APIHandler,
 		Reader:                        opts.DataConnector,
 		RuleManager:                   opts.RulesManager,
 		IntegrationsController:        opts.IntegrationsController,
+		CloudIntegrationsController:   opts.CloudIntegrationsController,
 		LogsParsingPipelineController: opts.LogsParsingPipelineController,
 		FluxInterval:                  opts.FluxInterval,
 		AlertmanagerAPI:               alertmanager.NewAPI(signoz.Alertmanager),
@@ -57,7 +58,6 @@ func NewAPIHandler(opts APIHandlerOptions, signoz *signoz.SigNoz) (*APIHandler,
 		Signoz:                        signoz,
 		QuerierAPI:                    querierAPI.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.Querier, signoz.Analytics),
 		QueryParserAPI:                queryparser.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.QueryParser),
-		Logger:                        opts.Logger,
 	})

 	if err != nil {
@@ -118,12 +118,14 @@ func (ah *APIHandler) RegisterRoutes(router *mux.Router, am *middleware.AuthZ) {
 }

 func (ah *APIHandler) RegisterCloudIntegrationsRoutes(router *mux.Router, am *middleware.AuthZ) {
+
 	ah.APIHandler.RegisterCloudIntegrationsRoutes(router, am)

 	router.HandleFunc(
 		"/api/v1/cloud-integrations/{cloudProvider}/accounts/generate-connection-params",
 		am.EditAccess(ah.CloudIntegrationsGenerateConnectionParams),
 	).Methods(http.MethodGet)
+
 }

 func (ah *APIHandler) getVersion(w http.ResponseWriter, r *http.Request) {
--- a/ee/query-service/app/api/cloudIntegrations.go
+++ b/ee/query-service/app/api/cloudIntegrations.go
@@ -6,7 +6,6 @@ import (
 	"encoding/json"
 	"fmt"
 	"io"
-	"log/slog"
 	"net/http"
 	"strings"
 	"time"
@@ -14,14 +13,20 @@ import (
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/http/render"
 	"github.com/SigNoz/signoz/pkg/modules/user"
+	basemodel "github.com/SigNoz/signoz/pkg/query-service/model"
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/gorilla/mux"
+	"go.uber.org/zap"
 )

-// TODO: move this file with other cloud integration related code
+type CloudIntegrationConnectionParamsResponse struct {
+	IngestionUrl string `json:"ingestion_url,omitempty"`
+	IngestionKey string `json:"ingestion_key,omitempty"`
+	SigNozAPIUrl string `json:"signoz_api_url,omitempty"`
+	SigNozAPIKey string `json:"signoz_api_key,omitempty"`
+}

 func (ah *APIHandler) CloudIntegrationsGenerateConnectionParams(w http.ResponseWriter, r *http.Request) {
 	claims, err := authtypes.ClaimsFromContext(r.Context())
@@ -36,21 +41,23 @@ func (ah *APIHandler) CloudIntegrationsGenerateConnectionParams(w http.ResponseW
 		return
 	}

-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
+	cloudProvider := mux.Vars(r)["cloudProvider"]
+	if cloudProvider != "aws" {
+		RespondError(w, basemodel.BadRequest(fmt.Errorf(
+			"cloud provider not supported: %s", cloudProvider,
+		)), nil)
 		return
 	}

-	apiKey, err := ah.getOrCreateCloudIntegrationPAT(r.Context(), claims.OrgID, cloudProvider)
-	if err != nil {
-		render.Error(w, err)
+	apiKey, apiErr := ah.getOrCreateCloudIntegrationPAT(r.Context(), claims.OrgID, cloudProvider)
+	if apiErr != nil {
+		RespondError(w, basemodel.WrapApiError(
+			apiErr, "couldn't provision PAT for cloud integration:",
+		), nil)
 		return
 	}

-	result := integrationstypes.GettableCloudIntegrationConnectionParams{
+	result := CloudIntegrationConnectionParamsResponse{
 		SigNozAPIKey: apiKey,
 	}

@@ -64,17 +71,16 @@ func (ah *APIHandler) CloudIntegrationsGenerateConnectionParams(w http.ResponseW
 		// Return the API Key (PAT) even if the rest of the params can not be deduced.
 		// Params not returned from here will be requested from the user via form inputs.
 		// This enables gracefully degraded but working experience even for non-cloud deployments.
-		ah.opts.Logger.InfoContext(
-			r.Context(),
-			"ingestion params and signoz api url can not be deduced since no license was found",
-		)
-		render.Success(w, http.StatusOK, result)
+		zap.L().Info("ingestion params and signoz api url can not be deduced since no license was found")
+		ah.Respond(w, result)
 		return
 	}

-	signozApiUrl, err := ah.getIngestionUrlAndSigNozAPIUrl(r.Context(), license.Key)
-	if err != nil {
-		render.Error(w, err)
+	signozApiUrl, apiErr := ah.getIngestionUrlAndSigNozAPIUrl(r.Context(), license.Key)
+	if apiErr != nil {
+		RespondError(w, basemodel.WrapApiError(
+			apiErr, "couldn't deduce ingestion url and signoz api url",
+		), nil)
 		return
 	}

@@ -83,41 +89,48 @@ func (ah *APIHandler) CloudIntegrationsGenerateConnectionParams(w http.ResponseW

 	gatewayUrl := ah.opts.GatewayUrl
 	if len(gatewayUrl) > 0 {
-		ingestionKeyString, err := ah.getOrCreateCloudProviderIngestionKey(
+
+		ingestionKey, apiErr := getOrCreateCloudProviderIngestionKey(
 			r.Context(), gatewayUrl, license.Key, cloudProvider,
 		)
-		if err != nil {
-			render.Error(w, err)
+		if apiErr != nil {
+			RespondError(w, basemodel.WrapApiError(
+				apiErr, "couldn't get or create ingestion key",
+			), nil)
 			return
 		}

-		result.IngestionKey = ingestionKeyString
+		result.IngestionKey = ingestionKey
+
 	} else {
-		ah.opts.Logger.InfoContext(
-			r.Context(),
-			"ingestion key can't be deduced since no gateway url has been configured",
-		)
+		zap.L().Info("ingestion key can't be deduced since no gateway url has been configured")
 	}

-	render.Success(w, http.StatusOK, result)
+	ah.Respond(w, result)
 }

-func (ah *APIHandler) getOrCreateCloudIntegrationPAT(ctx context.Context, orgId string, cloudProvider valuer.String) (string, error) {
+func (ah *APIHandler) getOrCreateCloudIntegrationPAT(ctx context.Context, orgId string, cloudProvider string) (
+	string, *basemodel.ApiError,
+) {
 	integrationPATName := fmt.Sprintf("%s integration", cloudProvider)

-	integrationUser, err := ah.getOrCreateCloudIntegrationUser(ctx, orgId, cloudProvider)
-	if err != nil {
-		return "", err
+	integrationUser, apiErr := ah.getOrCreateCloudIntegrationUser(ctx, orgId, cloudProvider)
+	if apiErr != nil {
+		return "", apiErr
 	}

 	orgIdUUID, err := valuer.NewUUID(orgId)
 	if err != nil {
-		return "", err
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't parse orgId: %w", err,
+		))
 	}

 	allPats, err := ah.Signoz.Modules.User.ListAPIKeys(ctx, orgIdUUID)
 	if err != nil {
-		return "", err
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't list PATs: %w", err,
+		))
 	}
 	for _, p := range allPats {
 		if p.UserID == integrationUser.ID && p.Name == integrationPATName {
@@ -125,10 +138,9 @@ func (ah *APIHandler) getOrCreateCloudIntegrationPAT(ctx context.Context, orgId
 		}
 	}

-	ah.opts.Logger.InfoContext(
-		ctx,
+	zap.L().Info(
 		"no PAT found for cloud integration, creating a new one",
-		slog.String("cloudProvider", cloudProvider.String()),
+		zap.String("cloudProvider", cloudProvider),
 	)

 	newPAT, err := types.NewStorableAPIKey(
@@ -138,48 +150,68 @@ func (ah *APIHandler) getOrCreateCloudIntegrationPAT(ctx context.Context, orgId
 		0,
 	)
 	if err != nil {
-		return "", err
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't create cloud integration PAT: %w", err,
+		))
 	}

 	err = ah.Signoz.Modules.User.CreateAPIKey(ctx, newPAT)
 	if err != nil {
-		return "", err
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't create cloud integration PAT: %w", err,
+		))
 	}
 	return newPAT.Token, nil
 }

-// TODO: move this function out of handler and use proper module structure
-func (ah *APIHandler) getOrCreateCloudIntegrationUser(ctx context.Context, orgId string, cloudProvider valuer.String) (*types.User, error) {
-	cloudIntegrationUserName := fmt.Sprintf("%s-integration", cloudProvider.String())
+func (ah *APIHandler) getOrCreateCloudIntegrationUser(
+	ctx context.Context, orgId string, cloudProvider string,
+) (*types.User, *basemodel.ApiError) {
+	cloudIntegrationUserName := fmt.Sprintf("%s-integration", cloudProvider)
 	email := valuer.MustNewEmail(fmt.Sprintf("%s@signoz.io", cloudIntegrationUserName))

 	cloudIntegrationUser, err := types.NewUser(cloudIntegrationUserName, email, types.RoleViewer, valuer.MustNewUUID(orgId))
 	if err != nil {
-		return nil, err
+		return nil, basemodel.InternalError(fmt.Errorf("couldn't create cloud integration user: %w", err))
 	}

 	password := types.MustGenerateFactorPassword(cloudIntegrationUser.ID.StringValue())

 	cloudIntegrationUser, err = ah.Signoz.Modules.User.GetOrCreateUser(ctx, cloudIntegrationUser, user.WithFactorPassword(password))
 	if err != nil {
-		return nil, err
+		return nil, basemodel.InternalError(fmt.Errorf("couldn't look for integration user: %w", err))
 	}

 	return cloudIntegrationUser, nil
 }

-// TODO: move this function out of handler and use proper module structure
-func (ah *APIHandler) getIngestionUrlAndSigNozAPIUrl(ctx context.Context, licenseKey string) (string, error) {
-	respBytes, err := ah.Signoz.Zeus.GetDeployment(ctx, licenseKey)
-	if err != nil {
-		return "", errors.WrapInternalf(err, errors.CodeInternal, "couldn't query for deployment info: error")
+func (ah *APIHandler) getIngestionUrlAndSigNozAPIUrl(ctx context.Context, licenseKey string) (
+	string, *basemodel.ApiError,
+) {
+	// TODO: remove this struct from here
+	type deploymentResponse struct {
+		Name        string `json:"name"`
+		ClusterInfo struct {
+			Region struct {
+				DNS string `json:"dns"`
+			} `json:"region"`
+		} `json:"cluster"`
 	}

-	resp := new(integrationstypes.GettableDeployment)
+	respBytes, err := ah.Signoz.Zeus.GetDeployment(ctx, licenseKey)
+	if err != nil {
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't query for deployment info: error: %w", err,
+		))
+	}
+
+	resp := new(deploymentResponse)

 	err = json.Unmarshal(respBytes, resp)
 	if err != nil {
-		return "", errors.WrapInternalf(err, errors.CodeInternal, "couldn't unmarshal deployment info response")
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't unmarshal deployment info response: error: %w", err,
+		))
 	}

 	regionDns := resp.ClusterInfo.Region.DNS
@@ -187,11 +219,9 @@ func (ah *APIHandler) getIngestionUrlAndSigNozAPIUrl(ctx context.Context, licens

 	if len(regionDns) < 1 || len(deploymentName) < 1 {
 		// Fail early if actual response structure and expectation here ever diverge
-		return "", errors.WrapInternalf(
-			err,
-			errors.CodeInternal,
+		return "", basemodel.InternalError(fmt.Errorf(
 			"deployment info response not in expected shape. couldn't determine region dns and deployment name",
-		)
+		))
 	}

 	signozApiUrl := fmt.Sprintf("https://%s.%s", deploymentName, regionDns)
@@ -199,85 +229,102 @@ func (ah *APIHandler) getIngestionUrlAndSigNozAPIUrl(ctx context.Context, licens
 	return signozApiUrl, nil
 }

-func (ah *APIHandler) getOrCreateCloudProviderIngestionKey(
-	ctx context.Context, gatewayUrl string, licenseKey string, cloudProvider valuer.String,
-) (string, error) {
+type ingestionKey struct {
+	Name  string `json:"name"`
+	Value string `json:"value"`
+	// other attributes from gateway response not included here since they are not being used.
+}
+
+type ingestionKeysSearchResponse struct {
+	Status string         `json:"status"`
+	Data   []ingestionKey `json:"data"`
+	Error  string         `json:"error"`
+}
+
+type createIngestionKeyResponse struct {
+	Status string       `json:"status"`
+	Data   ingestionKey `json:"data"`
+	Error  string       `json:"error"`
+}
+
+func getOrCreateCloudProviderIngestionKey(
+	ctx context.Context, gatewayUrl string, licenseKey string, cloudProvider string,
+) (string, *basemodel.ApiError) {
 	cloudProviderKeyName := fmt.Sprintf("%s-integration", cloudProvider)

 	// see if the key already exists
-	searchResult, err := requestGateway[integrationstypes.GettableIngestionKeysSearch](
+	searchResult, apiErr := requestGateway[ingestionKeysSearchResponse](
 		ctx,
 		gatewayUrl,
 		licenseKey,
 		fmt.Sprintf("/v1/workspaces/me/keys/search?name=%s", cloudProviderKeyName),
 		nil,
-		ah.opts.Logger,
 	)
-	if err != nil {
-		return "", err
+
+	if apiErr != nil {
+		return "", basemodel.WrapApiError(
+			apiErr, "couldn't search for cloudprovider ingestion key",
+		)
 	}

 	if searchResult.Status != "success" {
-		return "", errors.NewInternalf(
-			errors.CodeInternal,
-			"couldn't search for cloud provider ingestion key: status: %s, error: %s",
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't search for cloudprovider ingestion key: status: %s, error: %s",
 			searchResult.Status, searchResult.Error,
-		)
+		))
 	}

 	for _, k := range searchResult.Data {
-		if k.Name != cloudProviderKeyName {
-			continue
-		}
+		if k.Name == cloudProviderKeyName {
+			if len(k.Value) < 1 {
+				// Fail early if actual response structure and expectation here ever diverge
+				return "", basemodel.InternalError(fmt.Errorf(
+					"ingestion keys search response not as expected",
+				))
+			}

-		if len(k.Value) < 1 {
-			// Fail early if actual response structure and expectation here ever diverge
-			return "", errors.NewInternalf(errors.CodeInternal, "ingestion keys search response not as expected")
+			return k.Value, nil
 		}
-
-		return k.Value, nil
 	}

-	ah.opts.Logger.InfoContext(
-		ctx,
+	zap.L().Info(
 		"no existing ingestion key found for cloud integration, creating a new one",
-		slog.String("cloudProvider", cloudProvider.String()),
+		zap.String("cloudProvider", cloudProvider),
 	)
-
-	createKeyResult, err := requestGateway[integrationstypes.GettableCreateIngestionKey](
+	createKeyResult, apiErr := requestGateway[createIngestionKeyResponse](
 		ctx, gatewayUrl, licenseKey, "/v1/workspaces/me/keys",
 		map[string]any{
 			"name": cloudProviderKeyName,
-			"tags": []string{"integration", cloudProvider.String()},
+			"tags": []string{"integration", cloudProvider},
 		},
-		ah.opts.Logger,
 	)
-	if err != nil {
-		return "", err
+	if apiErr != nil {
+		return "", basemodel.WrapApiError(
+			apiErr, "couldn't create cloudprovider ingestion key",
+		)
 	}

 	if createKeyResult.Status != "success" {
-		return "", errors.NewInternalf(
-			errors.CodeInternal,
-			"couldn't create cloud provider ingestion key: status: %s, error: %s",
+		return "", basemodel.InternalError(fmt.Errorf(
+			"couldn't create cloudprovider ingestion key: status: %s, error: %s",
 			createKeyResult.Status, createKeyResult.Error,
-		)
+		))
 	}

-	ingestionKeyString := createKeyResult.Data.Value
-	if len(ingestionKeyString) < 1 {
+	ingestionKey := createKeyResult.Data.Value
+	if len(ingestionKey) < 1 {
 		// Fail early if actual response structure and expectation here ever diverge
-		return "", errors.NewInternalf(errors.CodeInternal,
+		return "", basemodel.InternalError(fmt.Errorf(
 			"ingestion key creation response not as expected",
-		)
+		))
 	}

-	return ingestionKeyString, nil
+	return ingestionKey, nil
 }

 func requestGateway[ResponseType any](
-	ctx context.Context, gatewayUrl, licenseKey, path string, payload any, logger *slog.Logger,
-) (*ResponseType, error) {
+	ctx context.Context, gatewayUrl string, licenseKey string, path string, payload any,
+) (*ResponseType, *basemodel.ApiError) {

 	baseUrl := strings.TrimSuffix(gatewayUrl, "/")
 	reqUrl := fmt.Sprintf("%s%s", baseUrl, path)
@@ -288,12 +335,13 @@ func requestGateway[ResponseType any](
 		"X-Consumer-Groups":      "ns:default",
 	}

-	return requestAndParseResponse[ResponseType](ctx, reqUrl, headers, payload, logger)
+	return requestAndParseResponse[ResponseType](ctx, reqUrl, headers, payload)
 }

 func requestAndParseResponse[ResponseType any](
-	ctx context.Context, url string, headers map[string]string, payload any, logger *slog.Logger,
-) (*ResponseType, error) {
+	ctx context.Context, url string, headers map[string]string, payload any,
+) (*ResponseType, *basemodel.ApiError) {
+
 	reqMethod := http.MethodGet
 	var reqBody io.Reader
 	if payload != nil {
@@ -301,14 +349,18 @@ func requestAndParseResponse[ResponseType any](

 		bodyJson, err := json.Marshal(payload)
 		if err != nil {
-			return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't marshal payload")
+			return nil, basemodel.InternalError(fmt.Errorf(
+				"couldn't serialize request payload to JSON: %w", err,
+			))
 		}
-		reqBody = bytes.NewBuffer(bodyJson)
+		reqBody = bytes.NewBuffer([]byte(bodyJson))
 	}

 	req, err := http.NewRequestWithContext(ctx, reqMethod, url, reqBody)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't create req")
+		return nil, basemodel.InternalError(fmt.Errorf(
+			"couldn't prepare request: %w", err,
+		))
 	}

 	for k, v := range headers {
@@ -321,26 +373,23 @@ func requestAndParseResponse[ResponseType any](

 	response, err := client.Do(req)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't make req")
+		return nil, basemodel.InternalError(fmt.Errorf("couldn't make request: %w", err))
 	}

-	defer func() {
-		err = response.Body.Close()
-		if err != nil {
-			logger.ErrorContext(ctx, "couldn't close response body", "error", err)
-		}
-	}()
+	defer response.Body.Close()

 	respBody, err := io.ReadAll(response.Body)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't read response body")
+		return nil, basemodel.InternalError(fmt.Errorf("couldn't read response: %w", err))
 	}

 	var resp ResponseType

 	err = json.Unmarshal(respBody, &resp)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't unmarshal response body")
+		return nil, basemodel.InternalError(fmt.Errorf(
+			"couldn't unmarshal gateway response into %T", resp,
+		))
 	}

 	return &resp, nil
--- a/ee/query-service/app/server.go
+++ b/ee/query-service/app/server.go
@@ -38,6 +38,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
 	baseapp "github.com/SigNoz/signoz/pkg/query-service/app"
 	"github.com/SigNoz/signoz/pkg/query-service/app/clickhouseReader"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/integrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/logparsingpipeline"
 	"github.com/SigNoz/signoz/pkg/query-service/app/opamp"
@@ -126,6 +127,13 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		)
 	}

+	cloudIntegrationsController, err := cloudintegrations.NewController(signoz.SQLStore)
+	if err != nil {
+		return nil, fmt.Errorf(
+			"couldn't create cloud provider integrations controller: %w", err,
+		)
+	}
+
 	// ingestion pipelines manager
 	logParsingPipelineController, err := logparsingpipeline.NewLogParsingPipelinesController(
 		signoz.SQLStore,
@@ -159,12 +167,12 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		RulesManager:                  rm,
 		UsageManager:                  usageManager,
 		IntegrationsController:        integrationsController,
+		CloudIntegrationsController:   cloudIntegrationsController,
 		LogsParsingPipelineController: logParsingPipelineController,
 		FluxInterval:                  config.Querier.FluxInterval,
 		Gateway:                       gatewayProxy,
 		GatewayUrl:                    config.Gateway.URL.String(),
 		GlobalConfig:                  config.Global,
-		Logger:                        signoz.Instrumentation.Logger(),
 	}

 	apiHandler, err := api.NewAPIHandler(apiOpts, signoz)
--- a/frontend/src/container/DashboardContainer/visualization/charts/BarChart/BarChart.tsx
+++ b/frontend/src/container/DashboardContainer/visualization/charts/BarChart/BarChart.tsx
@@ -0,0 +1,117 @@
+import { useCallback, useLayoutEffect, useMemo, useRef } from 'react';
+import ChartWrapper from 'container/DashboardContainer/visualization/charts/ChartWrapper/ChartWrapper';
+import BarChartTooltip from 'lib/uPlotV2/components/Tooltip/BarChartTooltip';
+import {
+	BarTooltipProps,
+	TooltipRenderArgs,
+} from 'lib/uPlotV2/components/types';
+import { has } from 'lodash-es';
+import uPlot from 'uplot';
+
+import { BarChartProps } from '../types';
+import { stack } from './stackUtils';
+
+/** Returns true if the series at the given index is hidden (e.g. via legend toggle) */
+function isSeriesHidden(plot: uPlot, seriesIndex: number): boolean {
+	return !plot.series[seriesIndex]?.show;
+}
+
+export default function BarChart(props: BarChartProps): JSX.Element {
+	const { children, isStackedBarChart, config, data, ...rest } = props;
+
+	// Store unstacked source data so uPlot hooks can access it (hooks run outside React's render cycle)
+	const unstackedDataRef = useRef<uPlot.AlignedData | null>(null);
+	unstackedDataRef.current = isStackedBarChart ? data : null;
+
+	// Prevents re-entrant calls when we update chart data (avoids infinite loop in setData hook)
+	const isUpdatingChartRef = useRef(false);
+
+	const chartData = useMemo((): uPlot.AlignedData => {
+		if (!isStackedBarChart || !data || data.length < 2) {
+			return data as uPlot.AlignedData;
+		}
+		const noSeriesHidden = (): boolean => false; // include all series in initial stack
+		const { data: stacked } = stack(data as uPlot.AlignedData, noSeriesHidden);
+		return stacked;
+	}, [data, isStackedBarChart]);
+
+	const applyStackingToChart = useCallback((plot: uPlot): void => {
+		const unstacked = unstackedDataRef.current;
+		const hasValidData =
+			unstacked && plot.data && unstacked[0]?.length === plot.data[0]?.length;
+
+		if (!hasValidData || isUpdatingChartRef.current) {
+			return;
+		}
+
+		const shouldExcludeSeries = (idx: number): boolean =>
+			isSeriesHidden(plot, idx);
+		const { data: stacked, bands } = stack(unstacked, shouldExcludeSeries);
+
+		plot.delBand(null);
+		bands.forEach((band: uPlot.Band) => plot.addBand(band));
+
+		isUpdatingChartRef.current = true;
+		plot.setData(stacked);
+		isUpdatingChartRef.current = false;
+	}, []);
+
+	useLayoutEffect(() => {
+		if (!isStackedBarChart || !config) {
+			return undefined;
+		}
+
+		const onDataChange = (plot: uPlot): void => {
+			if (!isUpdatingChartRef.current) {
+				applyStackingToChart(plot);
+			}
+		};
+
+		const onSeriesVisibilityChange = (
+			plot: uPlot,
+			_seriesIdx: number | null,
+			opts: uPlot.Series,
+		): void => {
+			if (has(opts, 'focus')) {
+				return;
+			}
+			applyStackingToChart(plot);
+		};
+
+		const removeSetDataHook = config.addHook('setData', onDataChange);
+		const removeSetSeriesHook = config.addHook(
+			'setSeries',
+			onSeriesVisibilityChange,
+		);
+
+		return (): void => {
+			removeSetDataHook?.();
+			removeSetSeriesHook?.();
+		};
+	}, [isStackedBarChart, config, applyStackingToChart]);
+
+	const renderTooltip = useCallback(
+		(props: TooltipRenderArgs): React.ReactNode => {
+			const tooltipProps: BarTooltipProps = {
+				...props,
+				timezone: rest.timezone,
+				yAxisUnit: rest.yAxisUnit,
+				decimalPrecision: rest.decimalPrecision,
+				isStackedBarChart: isStackedBarChart,
+			};
+			return <BarChartTooltip {...tooltipProps} />;
+		},
+		[rest.timezone, rest.yAxisUnit, rest.decimalPrecision, isStackedBarChart],
+	);
+
+	return (
+		<ChartWrapper
+			{...rest}
+			config={config}
+			data={chartData}
+			renderTooltip={renderTooltip}
+		>
+			{children}
+		</ChartWrapper>
+	);
+}
--- a/frontend/src/container/DashboardContainer/visualization/charts/BarChart/stackUtils.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/BarChart/stackUtils.ts
@@ -0,0 +1,57 @@
+import uPlot, { AlignedData } from 'uplot';
+
+/**
+ * Stack data cumulatively (top-down: first series = top, last = bottom).
+ * When omit(i) returns true for a series index, that series is excluded from stacking.
+ */
+export function stack(
+	data: AlignedData,
+	omit: (seriesIndex: number) => boolean,
+): { data: AlignedData; bands: uPlot.Band[] } {
+	const d0Len = data[0].length;
+	const n = data.length - 1;
+	const data2: (number | null)[][] = Array(n);
+	const accum = Array(d0Len).fill(0) as number[];
+
+	// Accumulate from last series upward: last = raw, first = total
+	for (let i = n; i >= 1; i--) {
+		const seriesData = data[i] as (number | null)[];
+		if (omit(i)) {
+			data2[i - 1] = seriesData;
+		} else {
+			data2[i - 1] = seriesData.map((v, idx) => {
+				const val = v == null ? 0 : Number(v);
+				return (accum[idx] += val);
+			});
+		}
+	}
+
+	const bands: uPlot.Band[] = [];
+	// Bands: [upper, lower] - fill between consecutive visible series
+	for (let i = 1; i < data.length; i++) {
+		if (!omit(i)) {
+			const nextIdx = data.findIndex((_, j) => j > i && !omit(j));
+			if (nextIdx >= 1) {
+				bands.push({ series: [i, nextIdx] });
+			}
+		}
+	}
+
+	return {
+		data: [data[0], ...data2] as AlignedData,
+		bands,
+	};
+}
+
+/**
+ * Returns band indices for initial stacked state (no series omitted).
+ * Top-down: first series at top, band fills between consecutive series.
+ * uPlot band format: [upperSeriesIdx, lowerSeriesIdx].
+ */
+export function getInitialStackedBands(seriesCount: number): uPlot.Band[] {
+	const bands: uPlot.Band[] = [];
+	for (let i = 1; i < seriesCount; i++) {
+		bands.push({ series: [i, i + 1] });
+	}
+	return bands;
+}
--- a/frontend/src/container/DashboardContainer/visualization/panels/BarPanel/BarPanel.tsx
+++ b/frontend/src/container/DashboardContainer/visualization/panels/BarPanel/BarPanel.tsx
@@ -0,0 +1,154 @@
+import { useEffect, useMemo, useRef, useState } from 'react';
+import { PanelWrapperProps } from 'container/PanelWrapper/panelWrapper.types';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { useResizeObserver } from 'hooks/useDimensions';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import ContextMenu from 'periscope/components/ContextMenu';
+import { useDashboard } from 'providers/Dashboard/Dashboard';
+import { useTimezone } from 'providers/Timezone';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import uPlot from 'uplot';
+import { getTimeRange } from 'utils/getTimeRange';
+
+import BarChart from '../../charts/BarChart/BarChart';
+import ChartManager from '../../components/ChartManager/ChartManager';
+import { usePanelContextMenu } from '../../hooks/usePanelContextMenu';
+import { prepareBarPanelConfig, prepareBarPanelData } from './utils';
+
+function BarPanel(props: PanelWrapperProps): JSX.Element {
+	const {
+		panelMode,
+		queryResponse,
+		widget,
+		onDragSelect,
+		isFullViewMode,
+		onToggleModelHandler,
+	} = props;
+	const uPlotRef = useRef<uPlot | null>(null);
+	const { toScrollWidgetId, setToScrollWidgetId } = useDashboard();
+	const graphRef = useRef<HTMLDivElement>(null);
+	const [minTimeScale, setMinTimeScale] = useState<number>();
+	const [maxTimeScale, setMaxTimeScale] = useState<number>();
+	const containerDimensions = useResizeObserver(graphRef);
+
+	const isDarkMode = useIsDarkMode();
+	const { timezone } = useTimezone();
+
+	useEffect(() => {
+		if (toScrollWidgetId === widget.id) {
+			graphRef.current?.scrollIntoView({
+				behavior: 'smooth',
+				block: 'center',
+			});
+			graphRef.current?.focus();
+			setToScrollWidgetId('');
+		}
+	}, [toScrollWidgetId, setToScrollWidgetId, widget.id]);
+
+	useEffect((): void => {
+		const { startTime, endTime } = getTimeRange(queryResponse);
+
+		setMinTimeScale(startTime);
+		setMaxTimeScale(endTime);
+	}, [queryResponse]);
+
+	const {
+		coordinates,
+		popoverPosition,
+		onClose,
+		menuItemsConfig,
+		clickHandlerWithContextMenu,
+	} = usePanelContextMenu({
+		widget,
+		queryResponse,
+	});
+
+	const config = useMemo(() => {
+		return prepareBarPanelConfig({
+			widget,
+			isDarkMode,
+			currentQuery: widget.query,
+			onClick: clickHandlerWithContextMenu,
+			onDragSelect,
+			apiResponse: queryResponse?.data?.payload as MetricRangePayloadProps,
+			timezone,
+			panelMode,
+			minTimeScale: minTimeScale,
+			maxTimeScale: maxTimeScale,
+		});
+	}, [
+		widget,
+		isDarkMode,
+		queryResponse?.data?.payload,
+		clickHandlerWithContextMenu,
+		onDragSelect,
+		minTimeScale,
+		maxTimeScale,
+		timezone,
+		panelMode,
+	]);
+
+	const chartData = useMemo(() => {
+		if (!queryResponse?.data?.payload) {
+			return [];
+		}
+		return prepareBarPanelData(queryResponse?.data?.payload);
+	}, [queryResponse?.data?.payload]);
+
+	const layoutChildren = useMemo(() => {
+		if (!isFullViewMode) {
+			return null;
+		}
+		return (
+			<ChartManager
+				config={config}
+				alignedData={chartData}
+				yAxisUnit={widget.yAxisUnit}
+				onCancel={onToggleModelHandler}
+			/>
+		);
+	}, [
+		isFullViewMode,
+		config,
+		chartData,
+		widget.yAxisUnit,
+		onToggleModelHandler,
+	]);
+
+	return (
+		<div style={{ height: '100%', width: '100%' }} ref={graphRef}>
+			{containerDimensions.width > 0 && containerDimensions.height > 0 && (
+				<BarChart
+					config={config}
+					legendConfig={{
+						position: widget?.legendPosition ?? LegendPosition.BOTTOM,
+					}}
+					plotRef={(plot: uPlot | null): void => {
+						uPlotRef.current = plot;
+					}}
+					onDestroy={(): void => {
+						uPlotRef.current = null;
+					}}
+					yAxisUnit={widget.yAxisUnit}
+					decimalPrecision={widget.decimalPrecision}
+					timezone={timezone.value}
+					data={chartData as uPlot.AlignedData}
+					width={containerDimensions.width}
+					height={containerDimensions.height}
+					layoutChildren={layoutChildren}
+					isStackedBarChart={widget.stackedBarChart ?? false}
+				>
+					<ContextMenu
+						coordinates={coordinates}
+						popoverPosition={popoverPosition}
+						title={menuItemsConfig.header as string}
+						items={menuItemsConfig.items}
+						onClose={onClose}
+					/>
+				</BarChart>
+			)}
+		</div>
+	);
+}
+
+export default BarPanel;
--- a/frontend/src/container/DashboardContainer/visualization/panels/BarPanel/utils.ts
+++ b/frontend/src/container/DashboardContainer/visualization/panels/BarPanel/utils.ts
@@ -0,0 +1,108 @@
+import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { getInitialStackedBands } from 'container/DashboardContainer/visualization/charts/BarChart/stackUtils';
+import { getLegend } from 'lib/dashboard/getQueryResults';
+import getLabelName from 'lib/getLabelName';
+import { OnClickPluginOpts } from 'lib/uPlotLib/plugins/onClickPlugin';
+import {
+	DrawStyle,
+	LineInterpolation,
+	LineStyle,
+	VisibilityMode,
+} from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import { Widgets } from 'types/api/dashboard/getAll';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import { QueryData } from 'types/api/widgets/getQuery';
+import { AlignedData } from 'uplot';
+
+import { PanelMode } from '../types';
+import { fillMissingXAxisTimestamps, getXAxisTimestamps } from '../utils';
+import { buildBaseConfig } from '../utils/baseConfigBuilder';
+
+export function prepareBarPanelData(
+	apiResponse: MetricRangePayloadProps,
+): AlignedData {
+	const seriesList = apiResponse?.data?.result || [];
+	const timestampArr = getXAxisTimestamps(seriesList);
+	const yAxisValuesArr = fillMissingXAxisTimestamps(timestampArr, seriesList);
+	return [timestampArr, ...yAxisValuesArr];
+}
+
+export function prepareBarPanelConfig({
+	widget,
+	isDarkMode,
+	currentQuery,
+	onClick,
+	onDragSelect,
+	apiResponse,
+	timezone,
+	panelMode,
+	minTimeScale,
+	maxTimeScale,
+}: {
+	widget: Widgets;
+	isDarkMode: boolean;
+	currentQuery: Query;
+	onClick: OnClickPluginOpts['onClick'];
+	onDragSelect: (startTime: number, endTime: number) => void;
+	apiResponse: MetricRangePayloadProps;
+	timezone: Timezone;
+	panelMode: PanelMode;
+	minTimeScale?: number;
+	maxTimeScale?: number;
+}): UPlotConfigBuilder {
+	const builder = buildBaseConfig({
+		widget,
+		isDarkMode,
+		onClick,
+		onDragSelect,
+		apiResponse,
+		timezone,
+		panelMode,
+		panelType: PANEL_TYPES.BAR,
+		minTimeScale,
+		maxTimeScale,
+	});
+
+	builder.setCursor({
+		focus: {
+			prox: 1e3,
+		},
+	});
+
+	if (widget.stackedBarChart) {
+		const seriesCount = (apiResponse?.data?.result?.length ?? 0) + 1; // +1 for 1-based uPlot series indices
+		builder.setBands(getInitialStackedBands(seriesCount));
+	}
+
+	const seriesList: QueryData[] = apiResponse?.data?.result || [];
+	seriesList.forEach((series) => {
+		const baseLabelName = getLabelName(
+			series.metric,
+			series.queryName || '', // query
+			series.legend || '',
+		);
+
+		const label = currentQuery
+			? getLegend(series, currentQuery, baseLabelName)
+			: baseLabelName;
+
+		builder.addSeries({
+			scaleKey: 'y',
+			drawStyle: DrawStyle.Bar,
+			panelType: PANEL_TYPES.BAR,
+			label: label,
+			colorMapping: widget.customLegendColors ?? {},
+			spanGaps: false,
+			lineStyle: LineStyle.Solid,
+			lineInterpolation: LineInterpolation.Spline,
+			showPoints: VisibilityMode.Never,
+			pointSize: 5,
+			isDarkMode,
+		});
+	});
+
+	return builder;
+}
--- a/frontend/src/lib/uPlotV2/components/Tooltip/BarChartTooltip.tsx
+++ b/frontend/src/lib/uPlotV2/components/Tooltip/BarChartTooltip.tsx
@@ -0,0 +1,31 @@
+import { useMemo } from 'react';
+
+import { BarTooltipProps, TooltipContentItem } from '../types';
+import Tooltip from './Tooltip';
+import { buildTooltipContent } from './utils';
+
+export default function BarChartTooltip(props: BarTooltipProps): JSX.Element {
+	const content = useMemo(
+		(): TooltipContentItem[] =>
+			buildTooltipContent({
+				data: props.uPlotInstance.data,
+				series: props.uPlotInstance.series,
+				dataIndexes: props.dataIndexes,
+				activeSeriesIndex: props.seriesIndex,
+				uPlotInstance: props.uPlotInstance,
+				yAxisUnit: props.yAxisUnit ?? '',
+				decimalPrecision: props.decimalPrecision,
+				isStackedBarChart: props.isStackedBarChart,
+			}),
+		[
+			props.uPlotInstance,
+			props.seriesIndex,
+			props.dataIndexes,
+			props.yAxisUnit,
+			props.decimalPrecision,
+			props.isStackedBarChart,
+		],
+	);
+
+	return <Tooltip {...props} content={content} />;
+}
--- a/frontend/src/lib/uPlotV2/components/Tooltip/utils.ts
+++ b/frontend/src/lib/uPlotV2/components/Tooltip/utils.ts
@@ -25,16 +25,28 @@ export function getTooltipBaseValue({
 	index,
 	dataIndex,
 	isStackedBarChart,
+	series,
 }: {
 	data: AlignedData;
 	index: number;
 	dataIndex: number;
 	isStackedBarChart?: boolean;
+	series?: Series[];
 }): number | null {
 	let baseValue = data[index][dataIndex] ?? null;
-	if (isStackedBarChart && index + 1 < data.length && baseValue !== null) {
-		const nextValue = data[index + 1][dataIndex] ?? null;
-		if (nextValue !== null) {
+	// Top-down stacking (first series at top): raw = stacked[i] - stacked[nextVisible].
+	// When series are hidden, we must use the next *visible* series, not index+1,
+	// since hidden series keep raw values and would produce negative/wrong results.
+	if (isStackedBarChart && baseValue !== null && series) {
+		let nextVisibleIdx = -1;
+		for (let j = index + 1; j < series.length; j++) {
+			if (series[j]?.show) {
+				nextVisibleIdx = j;
+				break;
+			}
+		}
+		if (nextVisibleIdx >= 1) {
+			const nextValue = data[nextVisibleIdx][dataIndex] ?? 0;
 			baseValue = baseValue - nextValue;
 		}
 	}
@@ -80,6 +92,7 @@ export function buildTooltipContent({
 			index,
 			dataIndex,
 			isStackedBarChart,
+			series,
 		});

 		const isActive = index === activeSeriesIndex;
--- a/frontend/src/lib/uPlotV2/config/UPlotSeriesBuilder.ts
+++ b/frontend/src/lib/uPlotV2/config/UPlotSeriesBuilder.ts
@@ -1,8 +1,10 @@
+import { PANEL_TYPES } from 'constants/queryBuilder';
 import { themeColors } from 'constants/theme';
 import { generateColor } from 'lib/uPlotLib/utils/generateColor';
 import uPlot, { Series } from 'uplot';

 import {
+	BarAlignment,
 	ConfigBuilder,
 	DrawStyle,
 	LineInterpolation,
@@ -18,15 +20,10 @@ import {
 export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 	private buildLineConfig({
 		lineColor,
-		lineWidth,
-		lineStyle,
-		lineCap,
 	}: {
 		lineColor: string;
-		lineWidth?: number;
-		lineStyle?: LineStyle;
-		lineCap?: Series.Cap;
 	}): Partial<Series> {
+		const { lineWidth, lineStyle, lineCap } = this.props;
 		const lineConfig: Partial<Series> = {
 			stroke: lineColor,
 			width: lineWidth ?? 2,
@@ -39,21 +36,26 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 		if (lineCap) {
 			lineConfig.cap = lineCap;
 		}
+
+		if (this.props.panelType === PANEL_TYPES.BAR) {
+			lineConfig.fill = lineColor;
+		}
+
 		return lineConfig;
 	}

 	/**
 	 * Build path configuration
 	 */
-	private buildPathConfig({
-		pathBuilder,
-		drawStyle,
-		lineInterpolation,
-	}: {
-		pathBuilder?: Series.PathBuilder | null;
-		drawStyle: DrawStyle;
-		lineInterpolation?: LineInterpolation;
-	}): Partial<Series> {
+	private buildPathConfig(): Partial<Series> {
+		const {
+			pathBuilder,
+			drawStyle,
+			lineInterpolation,
+			barAlignment,
+			barMaxWidth,
+			barWidthFactor,
+		} = this.props;
 		if (pathBuilder) {
 			return { paths: pathBuilder };
 		}
@@ -70,7 +72,13 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 					idx0: number,
 					idx1: number,
 				): Series.Paths | null => {
-					const pathsBuilder = getPathBuilder(drawStyle, lineInterpolation);
+					const pathsBuilder = getPathBuilder({
+						drawStyle,
+						lineInterpolation,
+						barAlignment,
+						barMaxWidth,
+						barWidthFactor,
+					});

 					return pathsBuilder(self, seriesIdx, idx0, idx1);
 				},
@@ -85,21 +93,17 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 	 */
 	private buildPointsConfig({
 		lineColor,
-		lineWidth,
-		pointSize,
-		pointsBuilder,
-		pointsFilter,
-		drawStyle,
-		showPoints,
 	}: {
 		lineColor: string;
-		lineWidth?: number;
-		pointSize?: number;
-		pointsBuilder: Series.Points.Show | null;
-		pointsFilter: Series.Points.Filter | null;
-		drawStyle: DrawStyle;
-		showPoints?: VisibilityMode;
 	}): Partial<Series.Points> {
+		const {
+			lineWidth,
+			pointSize,
+			pointsBuilder,
+			pointsFilter,
+			drawStyle,
+			showPoints,
+		} = this.props;
 		const pointsConfig: Partial<Series.Points> = {
 			stroke: lineColor,
 			fill: lineColor,
@@ -136,44 +140,16 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 	}

 	getConfig(): Series {
-		const {
-			drawStyle,
-			pathBuilder,
-			pointsBuilder,
-			pointsFilter,
-			lineInterpolation,
-			lineWidth,
-			lineStyle,
-			lineCap,
-			showPoints,
-			pointSize,
-			scaleKey,
-			label,
-			spanGaps,
-			show = true,
-		} = this.props;
+		const { scaleKey, label, spanGaps, show = true } = this.props;

 		const lineColor = this.getLineColor();

 		const lineConfig = this.buildLineConfig({
 			lineColor,
-			lineWidth,
-			lineStyle,
-			lineCap,
-		});
-		const pathConfig = this.buildPathConfig({
-			pathBuilder,
-			drawStyle,
-			lineInterpolation,
 		});
+		const pathConfig = this.buildPathConfig();
 		const pointsConfig = this.buildPointsConfig({
 			lineColor,
-			lineWidth,
-			pointSize,
-			pointsBuilder: pointsBuilder ?? null,
-			pointsFilter: pointsFilter ?? null,
-			drawStyle,
-			showPoints,
 		});

 		return {
@@ -203,10 +179,19 @@ let builders: PathBuilders | null = null;
 /**
 * Get path builder based on draw style and interpolation
 */
-function getPathBuilder(
-	style: DrawStyle,
-	lineInterpolation?: LineInterpolation,
-): Series.PathBuilder {
+function getPathBuilder({
+	drawStyle,
+	lineInterpolation,
+	barAlignment = BarAlignment.Center,
+	barWidthFactor = 0.6,
+	barMaxWidth = 200,
+}: {
+	drawStyle: DrawStyle;
+	lineInterpolation?: LineInterpolation;
+	barAlignment?: BarAlignment;
+	barMaxWidth?: number;
+	barWidthFactor?: number;
+}): Series.PathBuilder {
 	const pathBuilders = uPlot.paths;

 	if (!builders) {
@@ -226,7 +211,18 @@ function getPathBuilder(
 		};
 	}

-	if (style === DrawStyle.Line) {
+	if (drawStyle === DrawStyle.Bar) {
+		const barsCfgKey = `bars|${barAlignment}|${barWidthFactor}|${barMaxWidth}`;
+		if (!builders[barsCfgKey] && pathBuilders.bars) {
+			builders[barsCfgKey] = pathBuilders.bars({
+				size: [barWidthFactor, barMaxWidth],
+				align: barAlignment,
+			});
+		}
+		return builders[barsCfgKey];
+	}
+
+	if (drawStyle === DrawStyle.Line) {
 		if (lineInterpolation === LineInterpolation.StepBefore) {
 			return builders.stepBefore;
 		}
--- a/frontend/src/lib/uPlotV2/config/types.ts
+++ b/frontend/src/lib/uPlotV2/config/types.ts
@@ -126,7 +126,45 @@ export enum VisibilityMode {
 	Never = 'never',
 }

-export interface SeriesProps {
+/**
+ * Props for configuring lines
+ */
+export interface LineConfig {
+	lineColor?: string;
+	lineInterpolation?: LineInterpolation;
+	lineStyle?: LineStyle;
+	lineWidth?: number;
+	lineCap?: Series.Cap;
+}
+
+/**
+ * Alignment of bars
+ */
+export enum BarAlignment {
+	After = 1,
+	Before = -1,
+	Center = 0,
+}
+
+/**
+ * Props for configuring bars
+ */
+export interface BarConfig {
+	barAlignment?: BarAlignment;
+	barMaxWidth?: number;
+	barWidthFactor?: number;
+}
+
+/**
+ * Props for configuring points
+ */
+export interface PointsConfig {
+	pointColor?: string;
+	pointSize?: number;
+	showPoints?: VisibilityMode;
+}
+
+export interface SeriesProps extends LineConfig, PointsConfig, BarConfig {
 	scaleKey: string;
 	label?: string;
 	panelType: PANEL_TYPES;
@@ -137,20 +175,7 @@ export interface SeriesProps {
 	pointsBuilder?: Series.Points.Show;
 	show?: boolean;
 	spanGaps?: boolean;
-
 	isDarkMode?: boolean;
-
-	// Line config
-	lineColor?: string;
-	lineInterpolation?: LineInterpolation;
-	lineStyle?: LineStyle;
-	lineWidth?: number;
-	lineCap?: Series.Cap;
-
-	// Points config
-	pointColor?: string;
-	pointSize?: number;
-	showPoints?: VisibilityMode;
 }

 export interface LegendItem {
--- a/pkg/http/middleware/recovery.go
+++ b/pkg/http/middleware/recovery.go
@@ -1,44 +0,0 @@
-package middleware
-
-import (
-	"log/slog"
-	"net/http"
-	"runtime/debug"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/http/render"
-)
-
-// Recovery is a middleware that recovers from panics, logs the panic,
-// and returns a 500 Internal Server Error.
-type Recovery struct {
-	logger *slog.Logger
-}
-
-// NewRecovery creates a new Recovery middleware.
-func NewRecovery(logger *slog.Logger) Wrapper {
-	return &Recovery{
-		logger: logger.With("pkg", "http-middleware-recovery"),
-	}
-}
-
-// Wrap is the middleware handler.
-func (m *Recovery) Wrap(next http.Handler) http.Handler {
-	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		defer func() {
-			if err := recover(); err != nil {
-				m.logger.ErrorContext(
-					r.Context(),
-					"panic recovered",
-					"err", err, "stack", string(debug.Stack()),
-				)
-
-				render.Error(w, errors.NewInternalf(
-					errors.CodeInternal, "internal server error",
-				))
-			}
-		}()
-
-		next.ServeHTTP(w, r)
-	})
-}
--- a/pkg/modules/user/impluser/handler.go
+++ b/pkg/modules/user/impluser/handler.go
@@ -13,7 +13,6 @@ import (
 	root "github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/gorilla/mux"
 )
@@ -463,7 +462,7 @@ func (h *handler) UpdateAPIKey(w http.ResponseWriter, r *http.Request) {
 		return
 	}

-	if slices.Contains(integrationstypes.IntegrationUserEmails, createdByUser.Email) {
+	if slices.Contains(types.AllIntegrationUserEmails, types.IntegrationUserEmail(createdByUser.Email.String())) {
 		render.Error(w, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "API Keys for integration users cannot be revoked"))
 		return
 	}
@@ -508,7 +507,7 @@ func (h *handler) RevokeAPIKey(w http.ResponseWriter, r *http.Request) {
 		return
 	}

-	if slices.Contains(integrationstypes.IntegrationUserEmails, createdByUser.Email) {
+	if slices.Contains(types.AllIntegrationUserEmails, types.IntegrationUserEmail(createdByUser.Email.String())) {
 		render.Error(w, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "API Keys for integration users cannot be revoked"))
 		return
 	}
--- a/pkg/modules/user/impluser/module.go
+++ b/pkg/modules/user/impluser/module.go
@@ -19,7 +19,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
 	"github.com/SigNoz/signoz/pkg/types/emailtypes"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/types/roletypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/dustin/go-humanize"
@@ -172,7 +171,7 @@ func (m *Module) DeleteInvite(ctx context.Context, orgID string, id valuer.UUID)
 func (module *Module) CreateUser(ctx context.Context, input *types.User, opts ...root.CreateUserOption) error {
 	createUserOpts := root.NewCreateUserOptions(opts...)

-	// since assign is idempotent multiple calls to assign won't cause issues in case of retries.
+	// since assign is idempotant multiple calls to assign won't cause issues in case of retries.
 	err := module.authz.Grant(ctx, input.OrgID, roletypes.MustGetSigNozManagedRoleFromExistingRole(input.Role), authtypes.MustNewSubject(authtypes.TypeableUser, input.ID.StringValue(), input.OrgID, nil))
 	if err != nil {
 		return err
@@ -287,7 +286,7 @@ func (module *Module) DeleteUser(ctx context.Context, orgID valuer.UUID, id stri
 		return err
 	}

-	if slices.Contains(integrationstypes.IntegrationUserEmails, user.Email) {
+	if slices.Contains(types.AllIntegrationUserEmails, types.IntegrationUserEmail(user.Email.String())) {
 		return errors.New(errors.TypeForbidden, errors.CodeForbidden, "integration user cannot be deleted")
 	}

@@ -301,7 +300,7 @@ func (module *Module) DeleteUser(ctx context.Context, orgID valuer.UUID, id stri
 		return errors.New(errors.TypeForbidden, errors.CodeForbidden, "cannot delete the last admin")
 	}

-	// since revoke is idempotent multiple calls to revoke won't cause issues in case of retries
+	// since revoke is idempotant multiple calls to revoke won't cause issues in case of retries
 	err = module.authz.Revoke(ctx, orgID, roletypes.MustGetSigNozManagedRoleFromExistingRole(user.Role), authtypes.MustNewSubject(authtypes.TypeableUser, id, orgID, nil))
 	if err != nil {
 		return err
--- a/pkg/querier/querier.go
+++ b/pkg/querier/querier.go
@@ -278,7 +278,7 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 	var metricTemporality map[string]metrictypes.Temporality
 	if len(metricNames) > 0 {
 		var err error
-		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, metricNames...)
+		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, req.Start, req.End, metricNames...)
 		if err != nil {
 			q.logger.WarnContext(ctx, "failed to fetch metric temporality", "error", err, "metrics", metricNames)
 			// Continue without temporality - statement builder will handle unspecified
--- a/pkg/query-service/app/cloudintegrations/store/accountsRepo.go
+++ b/pkg/query-service/app/cloudintegrations/store/accountsRepo.go
@@ -1,4 +1,4 @@
-package store
+package cloudintegrations

 import (
 	"context"
@@ -7,50 +7,49 @@ import (
 	"strings"
 	"time"

-	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/query-service/model"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )

-var (
-	CodeCloudIntegrationAccountNotFound errors.Code = errors.MustNewCode("cloud_integration_account_not_found")
-)
+type cloudProviderAccountsRepository interface {
+	listConnected(ctx context.Context, orgId string, provider string) ([]types.CloudIntegration, *model.ApiError)

-type CloudProviderAccountsRepository interface {
-	ListConnected(ctx context.Context, orgId string, provider string) ([]integrationstypes.CloudIntegration, error)
+	get(ctx context.Context, orgId string, provider string, id string) (*types.CloudIntegration, *model.ApiError)

-	Get(ctx context.Context, orgId string, provider string, id string) (*integrationstypes.CloudIntegration, error)
-
-	GetConnectedCloudAccount(ctx context.Context, orgId, provider string, accountID string) (*integrationstypes.CloudIntegration, error)
+	getConnectedCloudAccount(ctx context.Context, orgId string, provider string, accountID string) (*types.CloudIntegration, *model.ApiError)

 	// Insert an account or update it by (cloudProvider, id)
 	// for specified non-empty fields
-	Upsert(
+	upsert(
 		ctx context.Context,
 		orgId string,
 		provider string,
 		id *string,
-		config []byte,
+		config *types.AccountConfig,
 		accountId *string,
-		agentReport *integrationstypes.AgentReport,
+		agentReport *types.AgentReport,
 		removedAt *time.Time,
-	) (*integrationstypes.CloudIntegration, error)
+	) (*types.CloudIntegration, *model.ApiError)
 }

-func NewCloudProviderAccountsRepository(store sqlstore.SQLStore) CloudProviderAccountsRepository {
-	return &cloudProviderAccountsSQLRepository{store: store}
+func newCloudProviderAccountsRepository(store sqlstore.SQLStore) (
+	*cloudProviderAccountsSQLRepository, error,
+) {
+	return &cloudProviderAccountsSQLRepository{
+		store: store,
+	}, nil
 }

 type cloudProviderAccountsSQLRepository struct {
 	store sqlstore.SQLStore
 }

-func (r *cloudProviderAccountsSQLRepository) ListConnected(
+func (r *cloudProviderAccountsSQLRepository) listConnected(
 	ctx context.Context, orgId string, cloudProvider string,
-) ([]integrationstypes.CloudIntegration, error) {
-	accounts := []integrationstypes.CloudIntegration{}
+) ([]types.CloudIntegration, *model.ApiError) {
+	accounts := []types.CloudIntegration{}

 	err := r.store.BunDB().NewSelect().
 		Model(&accounts).
@@ -63,16 +62,18 @@ func (r *cloudProviderAccountsSQLRepository) ListConnected(
 		Scan(ctx)

 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "could not query connected cloud accounts")
+		return nil, model.InternalError(fmt.Errorf(
+			"could not query connected cloud accounts: %w", err,
+		))
 	}

 	return accounts, nil
 }

-func (r *cloudProviderAccountsSQLRepository) Get(
+func (r *cloudProviderAccountsSQLRepository) get(
 	ctx context.Context, orgId string, provider string, id string,
-) (*integrationstypes.CloudIntegration, error) {
-	var result integrationstypes.CloudIntegration
+) (*types.CloudIntegration, *model.ApiError) {
+	var result types.CloudIntegration

 	err := r.store.BunDB().NewSelect().
 		Model(&result).
@@ -81,25 +82,23 @@ func (r *cloudProviderAccountsSQLRepository) Get(
 		Where("id = ?", id).
 		Scan(ctx)

-	if err != nil {
-		if errors.Is(err, sql.ErrNoRows) {
-			return nil, errors.WrapNotFoundf(
-				err,
-				CodeCloudIntegrationAccountNotFound,
-				"couldn't find account with Id %s", id,
-			)
-		}
-
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't query cloud provider account")
+	if err == sql.ErrNoRows {
+		return nil, model.NotFoundError(fmt.Errorf(
+			"couldn't find account with Id %s", id,
+		))
+	} else if err != nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"couldn't query cloud provider accounts: %w", err,
+		))
 	}

 	return &result, nil
 }

-func (r *cloudProviderAccountsSQLRepository) GetConnectedCloudAccount(
+func (r *cloudProviderAccountsSQLRepository) getConnectedCloudAccount(
 	ctx context.Context, orgId string, provider string, accountId string,
-) (*integrationstypes.CloudIntegration, error) {
-	var result integrationstypes.CloudIntegration
+) (*types.CloudIntegration, *model.ApiError) {
+	var result types.CloudIntegration

 	err := r.store.BunDB().NewSelect().
 		Model(&result).
@@ -110,25 +109,29 @@ func (r *cloudProviderAccountsSQLRepository) GetConnectedCloudAccount(
 		Where("removed_at is NULL").
 		Scan(ctx)

-	if errors.Is(err, sql.ErrNoRows) {
-		return nil, errors.WrapNotFoundf(err, CodeCloudIntegrationAccountNotFound, "couldn't find connected cloud account %s", accountId)
+	if err == sql.ErrNoRows {
+		return nil, model.NotFoundError(fmt.Errorf(
+			"couldn't find connected cloud account %s", accountId,
+		))
 	} else if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't query cloud provider account")
+		return nil, model.InternalError(fmt.Errorf(
+			"couldn't query cloud provider accounts: %w", err,
+		))
 	}

 	return &result, nil
 }

-func (r *cloudProviderAccountsSQLRepository) Upsert(
+func (r *cloudProviderAccountsSQLRepository) upsert(
 	ctx context.Context,
 	orgId string,
 	provider string,
 	id *string,
-	config []byte,
+	config *types.AccountConfig,
 	accountId *string,
-	agentReport *integrationstypes.AgentReport,
+	agentReport *types.AgentReport,
 	removedAt *time.Time,
-) (*integrationstypes.CloudIntegration, error) {
+) (*types.CloudIntegration, *model.ApiError) {
 	// Insert
 	if id == nil {
 		temp := valuer.GenerateUUID().StringValue()
@@ -178,7 +181,7 @@ func (r *cloudProviderAccountsSQLRepository) Upsert(
 		)
 	}

-	integration := integrationstypes.CloudIntegration{
+	integration := types.CloudIntegration{
 		OrgID:        orgId,
 		Provider:     provider,
 		Identifiable: types.Identifiable{ID: valuer.MustNewUUID(*id)},
@@ -192,18 +195,22 @@ func (r *cloudProviderAccountsSQLRepository) Upsert(
 		RemovedAt:       removedAt,
 	}

-	_, err := r.store.BunDB().NewInsert().
+	_, dbErr := r.store.BunDB().NewInsert().
 		Model(&integration).
 		On(onConflictClause).
 		Exec(ctx)

-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't upsert cloud integration account")
+	if dbErr != nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"could not upsert cloud account record: %w", dbErr,
+		))
 	}

-	upsertedAccount, err := r.Get(ctx, orgId, provider, *id)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't get upserted cloud integration account")
+	upsertedAccount, apiErr := r.get(ctx, orgId, provider, *id)
+	if apiErr != nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"couldn't fetch upserted account by id: %w", apiErr.ToError(),
+		))
 	}

 	return upsertedAccount, nil
--- a/pkg/query-service/app/cloudintegrations/constants.go
+++ b/pkg/query-service/app/cloudintegrations/constants.go
@@ -1,4 +1,4 @@
-package integrationstypes
+package cloudintegrations

 import (
 	"github.com/SigNoz/signoz/pkg/errors"
--- a/pkg/query-service/app/cloudintegrations/controller.go
+++ b/pkg/query-service/app/cloudintegrations/controller.go
@@ -0,0 +1,624 @@
+package cloudintegrations
+
+import (
+	"context"
+	"fmt"
+	"net/url"
+	"slices"
+	"strings"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/services"
+	"github.com/SigNoz/signoz/pkg/query-service/model"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+	"golang.org/x/exp/maps"
+)
+
+var SupportedCloudProviders = []string{
+	"aws",
+}
+
+func validateCloudProviderName(name string) *model.ApiError {
+	if !slices.Contains(SupportedCloudProviders, name) {
+		return model.BadRequest(fmt.Errorf("invalid cloud provider: %s", name))
+	}
+	return nil
+}
+
+type Controller struct {
+	accountsRepo      cloudProviderAccountsRepository
+	serviceConfigRepo ServiceConfigDatabase
+}
+
+func NewController(sqlStore sqlstore.SQLStore) (*Controller, error) {
+	accountsRepo, err := newCloudProviderAccountsRepository(sqlStore)
+	if err != nil {
+		return nil, fmt.Errorf("couldn't create cloud provider accounts repo: %w", err)
+	}
+
+	serviceConfigRepo, err := newServiceConfigRepository(sqlStore)
+	if err != nil {
+		return nil, fmt.Errorf("couldn't create cloud provider service config repo: %w", err)
+	}
+
+	return &Controller{
+		accountsRepo:      accountsRepo,
+		serviceConfigRepo: serviceConfigRepo,
+	}, nil
+}
+
+type ConnectedAccountsListResponse struct {
+	Accounts []types.Account `json:"accounts"`
+}
+
+func (c *Controller) ListConnectedAccounts(ctx context.Context, orgId string, cloudProvider string) (
+	*ConnectedAccountsListResponse, *model.ApiError,
+) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	accountRecords, apiErr := c.accountsRepo.listConnected(ctx, orgId, cloudProvider)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't list cloud accounts")
+	}
+
+	connectedAccounts := []types.Account{}
+	for _, a := range accountRecords {
+		connectedAccounts = append(connectedAccounts, a.Account())
+	}
+
+	return &ConnectedAccountsListResponse{
+		Accounts: connectedAccounts,
+	}, nil
+}
+
+type GenerateConnectionUrlRequest struct {
+	// Optional. To be specified for updates.
+	AccountId *string `json:"account_id,omitempty"`
+
+	AccountConfig types.AccountConfig `json:"account_config"`
+
+	AgentConfig SigNozAgentConfig `json:"agent_config"`
+}
+
+type SigNozAgentConfig struct {
+	// The region in which SigNoz agent should be installed.
+	Region string `json:"region"`
+
+	IngestionUrl string `json:"ingestion_url"`
+	IngestionKey string `json:"ingestion_key"`
+	SigNozAPIUrl string `json:"signoz_api_url"`
+	SigNozAPIKey string `json:"signoz_api_key"`
+
+	Version string `json:"version,omitempty"`
+}
+
+type GenerateConnectionUrlResponse struct {
+	AccountId     string `json:"account_id"`
+	ConnectionUrl string `json:"connection_url"`
+}
+
+func (c *Controller) GenerateConnectionUrl(ctx context.Context, orgId string, cloudProvider string, req GenerateConnectionUrlRequest) (*GenerateConnectionUrlResponse, *model.ApiError) {
+	// Account connection with a simple connection URL may not be available for all providers.
+	if cloudProvider != "aws" {
+		return nil, model.BadRequest(fmt.Errorf("unsupported cloud provider: %s", cloudProvider))
+	}
+
+	account, apiErr := c.accountsRepo.upsert(
+		ctx, orgId, cloudProvider, req.AccountId, &req.AccountConfig, nil, nil, nil,
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't upsert cloud account")
+	}
+
+	agentVersion := "v0.0.8"
+	if req.AgentConfig.Version != "" {
+		agentVersion = req.AgentConfig.Version
+	}
+
+	connectionUrl := fmt.Sprintf(
+		"https://%s.console.aws.amazon.com/cloudformation/home?region=%s#/stacks/quickcreate?",
+		req.AgentConfig.Region, req.AgentConfig.Region,
+	)
+
+	for qp, value := range map[string]string{
+		"param_SigNozIntegrationAgentVersion": agentVersion,
+		"param_SigNozApiUrl":                  req.AgentConfig.SigNozAPIUrl,
+		"param_SigNozApiKey":                  req.AgentConfig.SigNozAPIKey,
+		"param_SigNozAccountId":               account.ID.StringValue(),
+		"param_IngestionUrl":                  req.AgentConfig.IngestionUrl,
+		"param_IngestionKey":                  req.AgentConfig.IngestionKey,
+		"stackName":                           "signoz-integration",
+		"templateURL": fmt.Sprintf(
+			"https://signoz-integrations.s3.us-east-1.amazonaws.com/aws-quickcreate-template-%s.json",
+			agentVersion,
+		),
+	} {
+		connectionUrl += fmt.Sprintf("&%s=%s", qp, url.QueryEscape(value))
+	}
+
+	return &GenerateConnectionUrlResponse{
+		AccountId:     account.ID.StringValue(),
+		ConnectionUrl: connectionUrl,
+	}, nil
+}
+
+type AccountStatusResponse struct {
+	Id             string              `json:"id"`
+	CloudAccountId *string             `json:"cloud_account_id,omitempty"`
+	Status         types.AccountStatus `json:"status"`
+}
+
+func (c *Controller) GetAccountStatus(ctx context.Context, orgId string, cloudProvider string, accountId string) (
+	*AccountStatusResponse, *model.ApiError,
+) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	account, apiErr := c.accountsRepo.get(ctx, orgId, cloudProvider, accountId)
+	if apiErr != nil {
+		return nil, apiErr
+	}
+
+	resp := AccountStatusResponse{
+		Id:             account.ID.StringValue(),
+		CloudAccountId: account.AccountID,
+		Status:         account.Status(),
+	}
+
+	return &resp, nil
+}
+
+type AgentCheckInRequest struct {
+	ID        string `json:"account_id"`
+	AccountID string `json:"cloud_account_id"`
+	// Arbitrary cloud specific Agent data
+	Data map[string]any `json:"data,omitempty"`
+}
+
+type AgentCheckInResponse struct {
+	AccountId      string     `json:"account_id"`
+	CloudAccountId string     `json:"cloud_account_id"`
+	RemovedAt      *time.Time `json:"removed_at"`
+
+	IntegrationConfig IntegrationConfigForAgent `json:"integration_config"`
+}
+
+type IntegrationConfigForAgent struct {
+	EnabledRegions []string `json:"enabled_regions"`
+
+	TelemetryCollectionStrategy *CompiledCollectionStrategy `json:"telemetry,omitempty"`
+}
+
+func (c *Controller) CheckInAsAgent(ctx context.Context, orgId string, cloudProvider string, req AgentCheckInRequest) (*AgentCheckInResponse, error) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	existingAccount, apiErr := c.accountsRepo.get(ctx, orgId, cloudProvider, req.ID)
+	if existingAccount != nil && existingAccount.AccountID != nil && *existingAccount.AccountID != req.AccountID {
+		return nil, model.BadRequest(fmt.Errorf(
+			"can't check in with new %s account id %s for account %s with existing %s id %s",
+			cloudProvider, req.AccountID, existingAccount.ID.StringValue(), cloudProvider, *existingAccount.AccountID,
+		))
+	}
+
+	existingAccount, apiErr = c.accountsRepo.getConnectedCloudAccount(ctx, orgId, cloudProvider, req.AccountID)
+	if existingAccount != nil && existingAccount.ID.StringValue() != req.ID {
+		return nil, model.BadRequest(fmt.Errorf(
+			"can't check in to %s account %s with id %s. already connected with id %s",
+			cloudProvider, req.AccountID, req.ID, existingAccount.ID.StringValue(),
+		))
+	}
+
+	agentReport := types.AgentReport{
+		TimestampMillis: time.Now().UnixMilli(),
+		Data:            req.Data,
+	}
+
+	account, apiErr := c.accountsRepo.upsert(
+		ctx, orgId, cloudProvider, &req.ID, nil, &req.AccountID, &agentReport, nil,
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't upsert cloud account")
+	}
+
+	// prepare and return integration config to be consumed by agent
+	compiledStrategy, err := NewCompiledCollectionStrategy(cloudProvider)
+	if err != nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"couldn't init telemetry collection strategy: %w", err,
+		))
+	}
+
+	agentConfig := IntegrationConfigForAgent{
+		EnabledRegions:              []string{},
+		TelemetryCollectionStrategy: compiledStrategy,
+	}
+
+	if account.Config != nil && account.Config.EnabledRegions != nil {
+		agentConfig.EnabledRegions = account.Config.EnabledRegions
+	}
+
+	services, err := services.Map(cloudProvider)
+	if err != nil {
+		return nil, err
+	}
+
+	svcConfigs, apiErr := c.serviceConfigRepo.getAllForAccount(
+		ctx, orgId, account.ID.StringValue(),
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(
+			apiErr, "couldn't get service configs for cloud account",
+		)
+	}
+
+	// accumulate config in a fixed order to ensure same config generated across runs
+	configuredServices := maps.Keys(svcConfigs)
+	slices.Sort(configuredServices)
+
+	for _, svcType := range configuredServices {
+		definition, ok := services[svcType]
+		if !ok {
+			continue
+		}
+		config := svcConfigs[svcType]
+
+		err := AddServiceStrategy(svcType, compiledStrategy, definition.Strategy, config)
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	return &AgentCheckInResponse{
+		AccountId:         account.ID.StringValue(),
+		CloudAccountId:    *account.AccountID,
+		RemovedAt:         account.RemovedAt,
+		IntegrationConfig: agentConfig,
+	}, nil
+}
+
+type UpdateAccountConfigRequest struct {
+	Config types.AccountConfig `json:"config"`
+}
+
+func (c *Controller) UpdateAccountConfig(ctx context.Context, orgId string, cloudProvider string, accountId string, req UpdateAccountConfigRequest) (*types.Account, *model.ApiError) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	accountRecord, apiErr := c.accountsRepo.upsert(
+		ctx, orgId, cloudProvider, &accountId, &req.Config, nil, nil, nil,
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't upsert cloud account")
+	}
+
+	account := accountRecord.Account()
+
+	return &account, nil
+}
+
+func (c *Controller) DisconnectAccount(ctx context.Context, orgId string, cloudProvider string, accountId string) (*types.CloudIntegration, *model.ApiError) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	account, apiErr := c.accountsRepo.get(ctx, orgId, cloudProvider, accountId)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't disconnect account")
+	}
+
+	tsNow := time.Now()
+	account, apiErr = c.accountsRepo.upsert(
+		ctx, orgId, cloudProvider, &accountId, nil, nil, nil, &tsNow,
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't disconnect account")
+	}
+
+	return account, nil
+}
+
+type ListServicesResponse struct {
+	Services []ServiceSummary `json:"services"`
+}
+
+func (c *Controller) ListServices(
+	ctx context.Context,
+	orgID string,
+	cloudProvider string,
+	cloudAccountId *string,
+) (*ListServicesResponse, *model.ApiError) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	definitions, apiErr := services.List(cloudProvider)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't list cloud services")
+	}
+
+	svcConfigs := map[string]*types.CloudServiceConfig{}
+	if cloudAccountId != nil {
+		activeAccount, apiErr := c.accountsRepo.getConnectedCloudAccount(
+			ctx, orgID, cloudProvider, *cloudAccountId,
+		)
+		if apiErr != nil {
+			return nil, model.WrapApiError(apiErr, "couldn't get active account")
+		}
+		svcConfigs, apiErr = c.serviceConfigRepo.getAllForAccount(
+			ctx, orgID, activeAccount.ID.StringValue(),
+		)
+		if apiErr != nil {
+			return nil, model.WrapApiError(
+				apiErr, "couldn't get service configs for cloud account",
+			)
+		}
+	}
+
+	summaries := []ServiceSummary{}
+	for _, def := range definitions {
+		summary := ServiceSummary{
+			Metadata: def.Metadata,
+		}
+		summary.Config = svcConfigs[summary.Id]
+
+		summaries = append(summaries, summary)
+	}
+
+	return &ListServicesResponse{
+		Services: summaries,
+	}, nil
+}
+
+func (c *Controller) GetServiceDetails(
+	ctx context.Context,
+	orgID string,
+	cloudProvider string,
+	serviceId string,
+	cloudAccountId *string,
+) (*ServiceDetails, error) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	definition, err := services.GetServiceDefinition(cloudProvider, serviceId)
+	if err != nil {
+		return nil, err
+	}
+
+	details := ServiceDetails{
+		Definition: *definition,
+	}
+
+	if cloudAccountId != nil {
+
+		activeAccount, apiErr := c.accountsRepo.getConnectedCloudAccount(
+			ctx, orgID, cloudProvider, *cloudAccountId,
+		)
+		if apiErr != nil {
+			return nil, model.WrapApiError(apiErr, "couldn't get active account")
+		}
+
+		config, apiErr := c.serviceConfigRepo.get(
+			ctx, orgID, activeAccount.ID.StringValue(), serviceId,
+		)
+		if apiErr != nil && apiErr.Type() != model.ErrorNotFound {
+			return nil, model.WrapApiError(apiErr, "couldn't fetch service config")
+		}
+
+		if config != nil {
+			details.Config = config
+
+			enabled := false
+			if config.Metrics != nil && config.Metrics.Enabled {
+				enabled = true
+			}
+
+			// add links to service dashboards, making them clickable.
+			for i, d := range definition.Assets.Dashboards {
+				dashboardUuid := c.dashboardUuid(
+					cloudProvider, serviceId, d.Id,
+				)
+				if enabled {
+					definition.Assets.Dashboards[i].Url = fmt.Sprintf("/dashboard/%s", dashboardUuid)
+				} else {
+					definition.Assets.Dashboards[i].Url = "" // to unset the in-memory URL if enabled once and disabled afterwards
+				}
+			}
+		}
+	}
+
+	return &details, nil
+}
+
+type UpdateServiceConfigRequest struct {
+	CloudAccountId string                   `json:"cloud_account_id"`
+	Config         types.CloudServiceConfig `json:"config"`
+}
+
+func (u *UpdateServiceConfigRequest) Validate(def *services.Definition) error {
+	if def.Id != services.S3Sync && u.Config.Logs != nil && u.Config.Logs.S3Buckets != nil {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "s3 buckets can only be added to service-type[%s]", services.S3Sync)
+	} else if def.Id == services.S3Sync && u.Config.Logs != nil && u.Config.Logs.S3Buckets != nil {
+		for region := range u.Config.Logs.S3Buckets {
+			if _, found := ValidAWSRegions[region]; !found {
+				return errors.NewInvalidInputf(CodeInvalidCloudRegion, "invalid cloud region: %s", region)
+			}
+		}
+	}
+
+	return nil
+}
+
+type UpdateServiceConfigResponse struct {
+	Id     string                   `json:"id"`
+	Config types.CloudServiceConfig `json:"config"`
+}
+
+func (c *Controller) UpdateServiceConfig(
+	ctx context.Context,
+	orgID string,
+	cloudProvider string,
+	serviceType string,
+	req *UpdateServiceConfigRequest,
+) (*UpdateServiceConfigResponse, error) {
+	if apiErr := validateCloudProviderName(cloudProvider); apiErr != nil {
+		return nil, apiErr
+	}
+
+	// can only update config for a valid service.
+	definition, err := services.GetServiceDefinition(cloudProvider, serviceType)
+	if err != nil {
+		return nil, err
+	}
+
+	if err := req.Validate(definition); err != nil {
+		return nil, err
+	}
+
+	// can only update config for a connected cloud account id
+	_, apiErr := c.accountsRepo.getConnectedCloudAccount(
+		ctx, orgID, cloudProvider, req.CloudAccountId,
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't find connected cloud account")
+	}
+
+	updatedConfig, apiErr := c.serviceConfigRepo.upsert(
+		ctx, orgID, cloudProvider, req.CloudAccountId, serviceType, req.Config,
+	)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't update service config")
+	}
+
+	return &UpdateServiceConfigResponse{
+		Id:     serviceType,
+		Config: *updatedConfig,
+	}, nil
+}
+
+// All dashboards that are available based on cloud integrations configuration
+// across all cloud providers
+func (c *Controller) AvailableDashboards(ctx context.Context, orgId valuer.UUID) ([]*dashboardtypes.Dashboard, *model.ApiError) {
+	allDashboards := []*dashboardtypes.Dashboard{}
+
+	for _, provider := range []string{"aws"} {
+		providerDashboards, apiErr := c.AvailableDashboardsForCloudProvider(ctx, orgId, provider)
+		if apiErr != nil {
+			return nil, model.WrapApiError(
+				apiErr, fmt.Sprintf("couldn't get available dashboards for %s", provider),
+			)
+		}
+
+		allDashboards = append(allDashboards, providerDashboards...)
+	}
+
+	return allDashboards, nil
+}
+
+func (c *Controller) AvailableDashboardsForCloudProvider(ctx context.Context, orgID valuer.UUID, cloudProvider string) ([]*dashboardtypes.Dashboard, *model.ApiError) {
+	accountRecords, apiErr := c.accountsRepo.listConnected(ctx, orgID.StringValue(), cloudProvider)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't list connected cloud accounts")
+	}
+
+	// for v0, service dashboards are only available when metrics are enabled.
+	servicesWithAvailableMetrics := map[string]*time.Time{}
+
+	for _, ar := range accountRecords {
+		if ar.AccountID != nil {
+			configsBySvcId, apiErr := c.serviceConfigRepo.getAllForAccount(
+				ctx, orgID.StringValue(), ar.ID.StringValue(),
+			)
+			if apiErr != nil {
+				return nil, apiErr
+			}
+
+			for svcId, config := range configsBySvcId {
+				if config.Metrics != nil && config.Metrics.Enabled {
+					servicesWithAvailableMetrics[svcId] = &ar.CreatedAt
+				}
+			}
+		}
+	}
+
+	allServices, apiErr := services.List(cloudProvider)
+	if apiErr != nil {
+		return nil, apiErr
+	}
+
+	svcDashboards := []*dashboardtypes.Dashboard{}
+	for _, svc := range allServices {
+		serviceDashboardsCreatedAt := servicesWithAvailableMetrics[svc.Id]
+		if serviceDashboardsCreatedAt != nil {
+			for _, d := range svc.Assets.Dashboards {
+				author := fmt.Sprintf("%s-integration", cloudProvider)
+				svcDashboards = append(svcDashboards, &dashboardtypes.Dashboard{
+					ID:     c.dashboardUuid(cloudProvider, svc.Id, d.Id),
+					Locked: true,
+					Data:   *d.Definition,
+					TimeAuditable: types.TimeAuditable{
+						CreatedAt: *serviceDashboardsCreatedAt,
+						UpdatedAt: *serviceDashboardsCreatedAt,
+					},
+					UserAuditable: types.UserAuditable{
+						CreatedBy: author,
+						UpdatedBy: author,
+					},
+					OrgID: orgID,
+				})
+			}
+			servicesWithAvailableMetrics[svc.Id] = nil
+		}
+	}
+
+	return svcDashboards, nil
+}
+func (c *Controller) GetDashboardById(ctx context.Context, orgId valuer.UUID, dashboardUuid string) (*dashboardtypes.Dashboard, *model.ApiError) {
+	cloudProvider, _, _, apiErr := c.parseDashboardUuid(dashboardUuid)
+	if apiErr != nil {
+		return nil, apiErr
+	}
+
+	allDashboards, apiErr := c.AvailableDashboardsForCloudProvider(ctx, orgId, cloudProvider)
+	if apiErr != nil {
+		return nil, model.WrapApiError(apiErr, "couldn't list available dashboards")
+	}
+
+	for _, d := range allDashboards {
+		if d.ID == dashboardUuid {
+			return d, nil
+		}
+	}
+
+	return nil, model.NotFoundError(fmt.Errorf("couldn't find dashboard with uuid: %s", dashboardUuid))
+}
+
+func (c *Controller) dashboardUuid(
+	cloudProvider string, svcId string, dashboardId string,
+) string {
+	return fmt.Sprintf("cloud-integration--%s--%s--%s", cloudProvider, svcId, dashboardId)
+}
+
+func (c *Controller) parseDashboardUuid(dashboardUuid string) (cloudProvider string, svcId string, dashboardId string, apiErr *model.ApiError) {
+	parts := strings.SplitN(dashboardUuid, "--", 4)
+	if len(parts) != 4 || parts[0] != "cloud-integration" {
+		return "", "", "", model.BadRequest(fmt.Errorf("invalid cloud integration dashboard id"))
+	}
+
+	return parts[1], parts[2], parts[3], nil
+}
+
+func (c *Controller) IsCloudIntegrationDashboardUuid(dashboardUuid string) bool {
+	_, _, _, apiErr := c.parseDashboardUuid(dashboardUuid)
+	return apiErr == nil
+}
--- a/pkg/query-service/app/cloudintegrations/implawsprovider/awsprovider.go
+++ b/pkg/query-service/app/cloudintegrations/implawsprovider/awsprovider.go
@@ -1,996 +0,0 @@
-package implawsprovider
-
-import (
-	"context"
-	"fmt"
-	"log/slog"
-	"net/url"
-	"slices"
-	"sort"
-	"strings"
-	"sync"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/services"
-	integrationstore "github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/store"
-	"github.com/SigNoz/signoz/pkg/query-service/interfaces"
-	"github.com/SigNoz/signoz/pkg/query-service/model"
-	v3 "github.com/SigNoz/signoz/pkg/query-service/model/v3"
-	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"golang.org/x/exp/maps"
-)
-
-var (
-	CodeInvalidAWSRegion  = errors.MustNewCode("invalid_aws_region")
-	CodeDashboardNotFound = errors.MustNewCode("dashboard_not_found")
-)
-
-type awsProvider struct {
-	logger                *slog.Logger
-	querier               interfaces.Querier
-	accountsRepo          integrationstore.CloudProviderAccountsRepository
-	serviceConfigRepo     integrationstore.ServiceConfigDatabase
-	awsServiceDefinitions *services.AWSServicesProvider
-	reader                interfaces.Reader
-}
-
-func NewAWSCloudProvider(
-	logger *slog.Logger,
-	accountsRepo integrationstore.CloudProviderAccountsRepository,
-	serviceConfigRepo integrationstore.ServiceConfigDatabase,
-	reader interfaces.Reader,
-	querier interfaces.Querier,
-) integrationstypes.CloudProvider {
-	awsServiceDefinitions, err := services.NewAWSCloudProviderServices()
-	if err != nil {
-		panic("failed to initialize AWS service definitions: " + err.Error())
-	}
-
-	return &awsProvider{
-		logger:                logger,
-		reader:                reader,
-		querier:               querier,
-		accountsRepo:          accountsRepo,
-		serviceConfigRepo:     serviceConfigRepo,
-		awsServiceDefinitions: awsServiceDefinitions,
-	}
-}
-
-func (a *awsProvider) GetAccountStatus(ctx context.Context, orgID, accountID string) (*integrationstypes.GettableAccountStatus, error) {
-	accountRecord, err := a.accountsRepo.Get(ctx, orgID, a.GetName().String(), accountID)
-	if err != nil {
-		return nil, err
-	}
-
-	return &integrationstypes.GettableAccountStatus{
-		Id:             accountRecord.ID.String(),
-		CloudAccountId: accountRecord.AccountID,
-		Status:         accountRecord.Status(),
-	}, nil
-}
-
-func (a *awsProvider) ListConnectedAccounts(ctx context.Context, orgID string) (*integrationstypes.GettableConnectedAccountsList, error) {
-	accountRecords, err := a.accountsRepo.ListConnected(ctx, orgID, a.GetName().String())
-	if err != nil {
-		return nil, err
-	}
-
-	connectedAccounts := make([]*integrationstypes.Account, 0, len(accountRecords))
-	for _, r := range accountRecords {
-		connectedAccounts = append(connectedAccounts, r.Account(a.GetName()))
-	}
-
-	return &integrationstypes.GettableConnectedAccountsList{
-		Accounts: connectedAccounts,
-	}, nil
-}
-
-func (a *awsProvider) AgentCheckIn(ctx context.Context, req *integrationstypes.PostableAgentCheckInPayload) (any, error) {
-	// agent can't check in unless the account is already created
-	existingAccount, err := a.accountsRepo.Get(ctx, req.OrgID, a.GetName().String(), req.ID)
-	if err != nil {
-		return nil, err
-	}
-
-	if existingAccount != nil && existingAccount.AccountID != nil && *existingAccount.AccountID != req.AccountID {
-		return nil, model.BadRequest(fmt.Errorf(
-			"can't check in with new %s account id %s for account %s with existing %s id %s",
-			a.GetName().String(), req.AccountID, existingAccount.ID.StringValue(), a.GetName().String(),
-			*existingAccount.AccountID,
-		))
-	}
-
-	existingAccount, err = a.accountsRepo.GetConnectedCloudAccount(ctx, req.OrgID, a.GetName().String(), req.AccountID)
-	if existingAccount != nil && existingAccount.ID.StringValue() != req.ID {
-		return nil, model.BadRequest(fmt.Errorf(
-			"can't check in to %s account %s with id %s. already connected with id %s",
-			a.GetName().String(), req.AccountID, req.ID, existingAccount.ID.StringValue(),
-		))
-	}
-
-	agentReport := integrationstypes.AgentReport{
-		TimestampMillis: time.Now().UnixMilli(),
-		Data:            req.Data,
-	}
-
-	account, err := a.accountsRepo.Upsert(
-		ctx, req.OrgID, a.GetName().String(), &req.ID, nil, &req.AccountID, &agentReport, nil,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	agentConfig, err := a.getAWSAgentConfig(ctx, account)
-	if err != nil {
-		return nil, err
-	}
-
-	return &integrationstypes.GettableAWSAgentCheckIn{
-		AccountId:         account.ID.StringValue(),
-		CloudAccountId:    *account.AccountID,
-		RemovedAt:         account.RemovedAt,
-		IntegrationConfig: *agentConfig,
-	}, nil
-}
-
-func (a *awsProvider) getAWSAgentConfig(ctx context.Context, account *integrationstypes.CloudIntegration) (*integrationstypes.AWSAgentIntegrationConfig, error) {
-	// prepare and return integration config to be consumed by agent
-	agentConfig := &integrationstypes.AWSAgentIntegrationConfig{
-		EnabledRegions: []string{},
-		TelemetryCollectionStrategy: &integrationstypes.AWSCollectionStrategy{
-			Provider:   a.GetName(),
-			AWSMetrics: &integrationstypes.AWSMetricsStrategy{},
-			AWSLogs:    &integrationstypes.AWSLogsStrategy{},
-			S3Buckets:  map[string][]string{},
-		},
-	}
-
-	accountConfig := new(integrationstypes.AWSAccountConfig)
-	err := accountConfig.Unmarshal(account.Config)
-	if err != nil {
-		return nil, err
-	}
-
-	if accountConfig != nil && accountConfig.EnabledRegions != nil {
-		agentConfig.EnabledRegions = accountConfig.EnabledRegions
-	}
-
-	svcConfigs, err := a.serviceConfigRepo.GetAllForAccount(
-		ctx, account.OrgID, account.ID.StringValue(),
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	// accumulate config in a fixed order to ensure same config generated across runs
-	configuredServices := maps.Keys(svcConfigs)
-	slices.Sort(configuredServices)
-
-	for _, svcType := range configuredServices {
-		definition, err := a.awsServiceDefinitions.GetServiceDefinition(ctx, svcType)
-		if err != nil {
-			continue
-		}
-		config := svcConfigs[svcType]
-
-		serviceConfig := new(integrationstypes.AWSCloudServiceConfig)
-		err = serviceConfig.Unmarshal(config)
-		if err != nil {
-			continue
-		}
-
-		if serviceConfig.Logs != nil && serviceConfig.Logs.Enabled {
-			if svcType == integrationstypes.S3Sync {
-				// S3 bucket sync; No cloudwatch logs are appended for this service type;
-				// Though definition is populated with a custom cloudwatch group that helps in calculating logs connection status
-				agentConfig.TelemetryCollectionStrategy.S3Buckets = serviceConfig.Logs.S3Buckets
-			} else if definition.Strategy.AWSLogs != nil { // services that includes a logs subscription
-				agentConfig.TelemetryCollectionStrategy.AWSLogs.Subscriptions = append(
-					agentConfig.TelemetryCollectionStrategy.AWSLogs.Subscriptions,
-					definition.Strategy.AWSLogs.Subscriptions...,
-				)
-			}
-		}
-
-		if serviceConfig.Metrics != nil && serviceConfig.Metrics.Enabled && definition.Strategy.AWSMetrics != nil {
-			agentConfig.TelemetryCollectionStrategy.AWSMetrics.StreamFilters = append(
-				agentConfig.TelemetryCollectionStrategy.AWSMetrics.StreamFilters,
-				definition.Strategy.AWSMetrics.StreamFilters...,
-			)
-		}
-	}
-
-	return agentConfig, nil
-}
-
-func (a *awsProvider) GetName() integrationstypes.CloudProviderType {
-	return integrationstypes.CloudProviderAWS
-}
-
-func (a *awsProvider) ListServices(ctx context.Context, orgID string, cloudAccountID *string) (any, error) {
-	svcConfigs := make(map[string]*integrationstypes.AWSCloudServiceConfig)
-	if cloudAccountID != nil {
-		activeAccount, err := a.accountsRepo.GetConnectedCloudAccount(ctx, orgID, a.GetName().String(), *cloudAccountID)
-		if err != nil {
-			return nil, err
-		}
-
-		serviceConfigs, err := a.serviceConfigRepo.GetAllForAccount(ctx, orgID, activeAccount.ID.String())
-		if err != nil {
-			return nil, err
-		}
-
-		for svcType, config := range serviceConfigs {
-			serviceConfig := new(integrationstypes.AWSCloudServiceConfig)
-			err = serviceConfig.Unmarshal(config)
-			if err != nil {
-				return nil, err
-			}
-			svcConfigs[svcType] = serviceConfig
-		}
-	}
-
-	summaries := make([]integrationstypes.AWSServiceSummary, 0)
-
-	definitions, err := a.awsServiceDefinitions.ListServiceDefinitions(ctx)
-	if err != nil {
-		return nil, model.InternalError(fmt.Errorf("couldn't list aws service definitions: %w", err))
-	}
-
-	for _, def := range definitions {
-		summary := integrationstypes.AWSServiceSummary{
-			DefinitionMetadata: def.DefinitionMetadata,
-			Config:             nil,
-		}
-
-		summary.Config = svcConfigs[summary.Id]
-
-		summaries = append(summaries, summary)
-	}
-
-	sort.Slice(summaries, func(i, j int) bool {
-		return summaries[i].DefinitionMetadata.Title < summaries[j].DefinitionMetadata.Title
-	})
-
-	return &integrationstypes.GettableAWSServices{
-		Services: summaries,
-	}, nil
-}
-
-func (a *awsProvider) GetServiceDetails(ctx context.Context, req *integrationstypes.GetServiceDetailsReq) (any, error) {
-	details := new(integrationstypes.GettableAWSServiceDetails)
-
-	awsDefinition, err := a.awsServiceDefinitions.GetServiceDefinition(ctx, req.ServiceId)
-	if err != nil {
-		return nil, model.InternalError(fmt.Errorf("couldn't get aws service definition: %w", err))
-	}
-
-	details.AWSServiceDefinition = *awsDefinition
-	details.Strategy.Provider = a.GetName()
-	if req.CloudAccountID == nil {
-		return details, nil
-	}
-
-	config, err := a.getServiceConfig(ctx, &details.AWSServiceDefinition, req.OrgID, a.GetName().String(), req.ServiceId, *req.CloudAccountID)
-	if err != nil {
-		return nil, err
-	}
-
-	if config == nil {
-		return details, nil
-	}
-
-	details.Config = config
-
-	connectionStatus, err := a.calculateCloudIntegrationServiceConnectionStatus(
-		ctx,
-		req.OrgID,
-		*req.CloudAccountID,
-		&details.AWSServiceDefinition,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	details.ConnectionStatus = connectionStatus
-
-	return details, nil
-}
-
-func (a *awsProvider) calculateCloudIntegrationServiceConnectionStatus(
-	ctx context.Context,
-	orgID valuer.UUID,
-	cloudAccountId string,
-	svcDetails *integrationstypes.AWSServiceDefinition,
-) (*integrationstypes.ServiceConnectionStatus, error) {
-	telemetryCollectionStrategy := svcDetails.Strategy
-	if telemetryCollectionStrategy == nil {
-		return nil, model.InternalError(fmt.Errorf(
-			"service doesn't have telemetry collection strategy: %s", svcDetails.Id,
-		))
-	}
-
-	result := &integrationstypes.ServiceConnectionStatus{}
-	errors := make([]error, 0)
-	var resultLock sync.Mutex
-
-	var wg sync.WaitGroup
-
-	// Calculate metrics connection status
-	if telemetryCollectionStrategy.AWSMetrics != nil {
-		wg.Add(1)
-		go func() {
-			defer wg.Done()
-
-			metricsConnStatus, apiErr := a.calculateAWSIntegrationSvcMetricsConnectionStatus(
-				ctx, cloudAccountId, telemetryCollectionStrategy.AWSMetrics, svcDetails.DataCollected.Metrics,
-			)
-
-			resultLock.Lock()
-			defer resultLock.Unlock()
-
-			if apiErr != nil {
-				errors = append(errors, apiErr)
-			} else {
-				result.Metrics = metricsConnStatus
-			}
-		}()
-	}
-
-	// Calculate logs connection status
-	if telemetryCollectionStrategy.AWSLogs != nil {
-		wg.Add(1)
-		go func() {
-			defer wg.Done()
-
-			logsConnStatus, apiErr := a.calculateAWSIntegrationSvcLogsConnectionStatus(
-				ctx, orgID, cloudAccountId, telemetryCollectionStrategy.AWSLogs,
-			)
-
-			resultLock.Lock()
-			defer resultLock.Unlock()
-
-			if apiErr != nil {
-				errors = append(errors, apiErr)
-			} else {
-				result.Logs = logsConnStatus
-			}
-		}()
-	}
-
-	wg.Wait()
-
-	if len(errors) > 0 {
-		return nil, errors[0]
-	}
-
-	return result, nil
-
-}
-func (a *awsProvider) calculateAWSIntegrationSvcMetricsConnectionStatus(
-	ctx context.Context,
-	cloudAccountId string,
-	strategy *integrationstypes.AWSMetricsStrategy,
-	metricsCollectedBySvc []integrationstypes.CollectedMetric,
-) (*integrationstypes.SignalConnectionStatus, *model.ApiError) {
-	if strategy == nil || len(strategy.StreamFilters) < 1 {
-		return nil, nil
-	}
-
-	expectedLabelValues := map[string]string{
-		"cloud_provider":   "aws",
-		"cloud_account_id": cloudAccountId,
-	}
-
-	metricsNamespace := strategy.StreamFilters[0].Namespace
-	metricsNamespaceParts := strings.Split(metricsNamespace, "/")
-
-	if len(metricsNamespaceParts) >= 2 {
-		expectedLabelValues["service_namespace"] = metricsNamespaceParts[0]
-		expectedLabelValues["service_name"] = metricsNamespaceParts[1]
-	} else {
-		// metrics for single word namespaces like "CWAgent" do not
-		// have the service_namespace label populated
-		expectedLabelValues["service_name"] = metricsNamespaceParts[0]
-	}
-
-	metricNamesCollectedBySvc := []string{}
-	for _, cm := range metricsCollectedBySvc {
-		metricNamesCollectedBySvc = append(metricNamesCollectedBySvc, cm.Name)
-	}
-
-	statusForLastReceivedMetric, apiErr := a.reader.GetLatestReceivedMetric(
-		ctx, metricNamesCollectedBySvc, expectedLabelValues,
-	)
-	if apiErr != nil {
-		return nil, apiErr
-	}
-
-	if statusForLastReceivedMetric != nil {
-		return &integrationstypes.SignalConnectionStatus{
-			LastReceivedTsMillis: statusForLastReceivedMetric.LastReceivedTsMillis,
-			LastReceivedFrom:     "signoz-aws-integration",
-		}, nil
-	}
-
-	return nil, nil
-}
-
-func (a *awsProvider) calculateAWSIntegrationSvcLogsConnectionStatus(
-	ctx context.Context,
-	orgID valuer.UUID,
-	cloudAccountId string,
-	strategy *integrationstypes.AWSLogsStrategy,
-) (*integrationstypes.SignalConnectionStatus, *model.ApiError) {
-	if strategy == nil || len(strategy.Subscriptions) < 1 {
-		return nil, nil
-	}
-
-	logGroupNamePrefix := strategy.Subscriptions[0].LogGroupNamePrefix
-	if len(logGroupNamePrefix) < 1 {
-		return nil, nil
-	}
-
-	logsConnTestFilter := &v3.FilterSet{
-		Operator: "AND",
-		Items: []v3.FilterItem{
-			{
-				Key: v3.AttributeKey{
-					Key:      "cloud.account.id",
-					DataType: v3.AttributeKeyDataTypeString,
-					Type:     v3.AttributeKeyTypeResource,
-				},
-				Operator: "=",
-				Value:    cloudAccountId,
-			},
-			{
-				Key: v3.AttributeKey{
-					Key:      "aws.cloudwatch.log_group_name",
-					DataType: v3.AttributeKeyDataTypeString,
-					Type:     v3.AttributeKeyTypeResource,
-				},
-				Operator: "like",
-				Value:    logGroupNamePrefix + "%",
-			},
-		},
-	}
-
-	// TODO(Raj): Receive this as a param from UI in the future.
-	lookbackSeconds := int64(30 * 60)
-
-	qrParams := &v3.QueryRangeParamsV3{
-		Start: time.Now().UnixMilli() - (lookbackSeconds * 1000),
-		End:   time.Now().UnixMilli(),
-		CompositeQuery: &v3.CompositeQuery{
-			PanelType: v3.PanelTypeList,
-			QueryType: v3.QueryTypeBuilder,
-			BuilderQueries: map[string]*v3.BuilderQuery{
-				"A": {
-					PageSize:          1,
-					Filters:           logsConnTestFilter,
-					QueryName:         "A",
-					DataSource:        v3.DataSourceLogs,
-					Expression:        "A",
-					AggregateOperator: v3.AggregateOperatorNoOp,
-				},
-			},
-		},
-	}
-	queryRes, _, err := a.querier.QueryRange(
-		ctx, orgID, qrParams,
-	)
-	if err != nil {
-		return nil, model.InternalError(fmt.Errorf(
-			"could not query for integration connection status: %w", err,
-		))
-	}
-	if len(queryRes) > 0 && queryRes[0].List != nil && len(queryRes[0].List) > 0 {
-		lastLog := queryRes[0].List[0]
-
-		return &integrationstypes.SignalConnectionStatus{
-			LastReceivedTsMillis: lastLog.Timestamp.UnixMilli(),
-			LastReceivedFrom:     "signoz-aws-integration",
-		}, nil
-	}
-
-	return nil, nil
-}
-
-//func (a *awsProvider) getServiceConnectionStatus(
-//	ctx context.Context,
-//	cloudAccountID string,
-//	orgID string,
-//	def *integrationstypes.AWSServiceDefinition,
-//	serviceConfig *integrationstypes.AWSCloudServiceConfig,
-//) (*integrationstypes.ServiceConnectionStatus, error) {
-//	if def.Strategy == nil {
-//		return nil, nil
-//	}
-//
-//	resp := new(integrationstypes.ServiceConnectionStatus)
-//
-//	wg := sync.WaitGroup{}
-//	wg.Add(2)
-//
-//	if def.Strategy.AWSMetrics != nil && serviceConfig.Metrics.Enabled {
-//		go func() {
-//			defer func() {
-//				if r := recover(); r != nil {
-//					a.logger.ErrorContext(
-//						ctx, "panic while getting service metrics connection status",
-//						"error", r,
-//						"service", def.DefinitionMetadata.Id,
-//					)
-//				}
-//			}()
-//			defer wg.Done()
-//			status, _ := a.getServiceMetricsConnectionStatus(ctx, cloudAccountID, orgID, def)
-//			resp.Metrics = status
-//		}()
-//	}
-//
-//	if def.Strategy.AWSLogs != nil && serviceConfig.Logs.Enabled {
-//		go func() {
-//			defer func() {
-//				if r := recover(); r != nil {
-//					a.logger.ErrorContext(
-//						ctx, "panic while getting service logs connection status",
-//						"error", r,
-//						"service", def.DefinitionMetadata.Id,
-//					)
-//				}
-//			}()
-//			defer wg.Done()
-//			status, _ := a.getServiceLogsConnectionStatus(ctx, cloudAccountID, orgID, def)
-//			resp.Logs = status
-//		}()
-//	}
-//
-//	wg.Wait()
-//
-//	return resp, nil
-//}
-
-//func (a *awsProvider) getServiceMetricsConnectionStatus(
-//	ctx context.Context,
-//	cloudAccountID string,
-//	orgID string,
-//	def *integrationstypes.AWSServiceDefinition,
-//) ([]*integrationstypes.SignalConnectionStatus, error) {
-//	if def.Strategy == nil ||
-//		len(def.Strategy.AWSMetrics.StreamFilters) < 1 ||
-//		len(def.DataCollected.Metrics) < 1 {
-//		return nil, nil
-//	}
-//
-//	statusResp := make([]*integrationstypes.SignalConnectionStatus, 0)
-//
-//	for _, category := range def.IngestionStatusCheck.Metrics {
-//		queries := make([]qbtypes.QueryEnvelope, 0)
-//
-//		for _, check := range category.Checks {
-//			filterExpression := fmt.Sprintf(`cloud.provider="aws" AND cloud.account.id="%s"`, cloudAccountID)
-//			f := ""
-//			for _, attribute := range check.Attributes {
-//				f = fmt.Sprintf("%s %s", attribute.Name, attribute.Operator)
-//				if attribute.Value != "" {
-//					f = fmt.Sprintf("%s '%s'", f, attribute.Value)
-//				}
-//
-//				filterExpression = fmt.Sprintf("%s AND %s", filterExpression, f)
-//			}
-//
-//			queries = append(queries, qbtypes.QueryEnvelope{
-//				Type: qbtypes.QueryTypeBuilder,
-//				Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-//					Name:   valuer.GenerateUUID().String(),
-//					Signal: telemetrytypes.SignalMetrics,
-//					Aggregations: []qbtypes.MetricAggregation{{
-//						MetricName:       check.Key,
-//						TimeAggregation:  metrictypes.TimeAggregationAvg,
-//						SpaceAggregation: metrictypes.SpaceAggregationAvg,
-//					}},
-//					Filter: &qbtypes.Filter{
-//						Expression: filterExpression,
-//					},
-//				},
-//			})
-//		}
-//
-//		resp, err := a.querier.QueryRange(ctx, valuer.MustNewUUID(orgID), &qbtypes.QueryRangeRequest{
-//			SchemaVersion: "v5",
-//			Start:         uint64(time.Now().Add(-time.Hour).UnixMilli()),
-//			End:           uint64(time.Now().UnixMilli()),
-//			RequestType:   qbtypes.RequestTypeScalar,
-//			CompositeQuery: qbtypes.CompositeQuery{
-//				Queries: queries,
-//			},
-//		})
-//		if err != nil {
-//			a.logger.DebugContext(ctx,
-//				"error querying for service metrics connection status",
-//				"error", err,
-//				"service", def.DefinitionMetadata.Id,
-//			)
-//			continue
-//		}
-//
-//		if resp != nil && len(resp.Data.Results) < 1 {
-//			continue
-//		}
-//
-//		queryResponse, ok := resp.Data.Results[0].(*qbtypes.TimeSeriesData)
-//		if !ok {
-//			continue
-//		}
-//
-//		if queryResponse == nil ||
-//			len(queryResponse.Aggregations) < 1 ||
-//			len(queryResponse.Aggregations[0].Series) < 1 ||
-//			len(queryResponse.Aggregations[0].Series[0].Values) < 1 {
-//			continue
-//		}
-//
-//		statusResp = append(statusResp, &integrationstypes.SignalConnectionStatus{
-//			CategoryID:           category.Category,
-//			CategoryDisplayName:  category.DisplayName,
-//			LastReceivedTsMillis: queryResponse.Aggregations[0].Series[0].Values[0].Timestamp,
-//			LastReceivedFrom:     "signoz-aws-integration",
-//		})
-//	}
-//
-//	return statusResp, nil
-//}
-//
-//func (a *awsProvider) getServiceLogsConnectionStatus(
-//	ctx context.Context,
-//	cloudAccountID string,
-//	orgID string,
-//	def *integrationstypes.AWSServiceDefinition,
-//) ([]*integrationstypes.SignalConnectionStatus, error) {
-//	if def.Strategy == nil ||
-//		len(def.Strategy.AWSLogs.Subscriptions) < 1 ||
-//		len(def.DataCollected.Logs) < 1 {
-//		return nil, nil
-//	}
-//
-//	statusResp := make([]*integrationstypes.SignalConnectionStatus, 0)
-//
-//	for _, category := range def.IngestionStatusCheck.Logs {
-//		queries := make([]qbtypes.QueryEnvelope, 0)
-//
-//		for _, check := range category.Checks {
-//			filterExpression := fmt.Sprintf(`cloud.account.id="%s"`, cloudAccountID)
-//			f := ""
-//			for _, attribute := range check.Attributes {
-//				f = fmt.Sprintf("%s %s", attribute.Name, attribute.Operator)
-//				if attribute.Value != "" {
-//					f = fmt.Sprintf("%s '%s'", f, attribute.Value)
-//				}
-//
-//				filterExpression = fmt.Sprintf("%s AND %s", filterExpression, f)
-//			}
-//
-//			queries = append(queries, qbtypes.QueryEnvelope{
-//				Type: qbtypes.QueryTypeBuilder,
-//				Spec: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-//					Name:   valuer.GenerateUUID().String(),
-//					Signal: telemetrytypes.SignalLogs,
-//					Aggregations: []qbtypes.LogAggregation{{
-//						Expression: "count()",
-//					}},
-//					Filter: &qbtypes.Filter{
-//						Expression: filterExpression,
-//					},
-//					Limit:  10,
-//					Offset: 0,
-//				},
-//			})
-//		}
-//
-//		resp, err := a.querier.QueryRange(ctx, valuer.MustNewUUID(orgID), &qbtypes.QueryRangeRequest{
-//			SchemaVersion: "v1",
-//			Start:         uint64(time.Now().Add(-time.Hour * 1).UnixMilli()),
-//			End:           uint64(time.Now().UnixMilli()),
-//			RequestType:   qbtypes.RequestTypeTimeSeries,
-//			CompositeQuery: qbtypes.CompositeQuery{
-//				Queries: queries,
-//			},
-//		})
-//		if err != nil {
-//			a.logger.DebugContext(ctx,
-//				"error querying for service logs connection status",
-//				"error", err,
-//				"service", def.DefinitionMetadata.Id,
-//			)
-//			continue
-//		}
-//
-//		if resp != nil && len(resp.Data.Results) < 1 {
-//			continue
-//		}
-//
-//		queryResponse, ok := resp.Data.Results[0].(*qbtypes.TimeSeriesData)
-//		if !ok {
-//			continue
-//		}
-//
-//		if queryResponse == nil ||
-//			len(queryResponse.Aggregations) < 1 ||
-//			len(queryResponse.Aggregations[0].Series) < 1 ||
-//			len(queryResponse.Aggregations[0].Series[0].Values) < 1 {
-//			continue
-//		}
-//
-//		statusResp = append(statusResp, &integrationstypes.SignalConnectionStatus{
-//			CategoryID:           category.Category,
-//			CategoryDisplayName:  category.DisplayName,
-//			LastReceivedTsMillis: queryResponse.Aggregations[0].Series[0].Values[0].Timestamp,
-//			LastReceivedFrom:     "signoz-aws-integration",
-//		})
-//	}
-//
-//	return statusResp, nil
-//}
-
-func (a *awsProvider) getServiceConfig(ctx context.Context,
-	def *integrationstypes.AWSServiceDefinition, orgID valuer.UUID, cloudProvider, serviceId, cloudAccountId string,
-) (*integrationstypes.AWSCloudServiceConfig, error) {
-	activeAccount, err := a.accountsRepo.GetConnectedCloudAccount(ctx, orgID.String(), cloudProvider, cloudAccountId)
-	if err != nil {
-		return nil, err
-	}
-
-	config, err := a.serviceConfigRepo.Get(ctx, orgID.String(), activeAccount.ID.StringValue(), serviceId)
-	if err != nil {
-		if errors.Ast(err, errors.TypeNotFound) {
-			return nil, nil
-		}
-
-		return nil, err
-	}
-
-	serviceConfig := new(integrationstypes.AWSCloudServiceConfig)
-	err = serviceConfig.Unmarshal(config)
-	if err != nil {
-		return nil, err
-	}
-
-	if config != nil && serviceConfig.Metrics != nil && serviceConfig.Metrics.Enabled {
-		def.PopulateDashboardURLs(serviceId)
-	}
-
-	return serviceConfig, nil
-}
-
-func (a *awsProvider) GetAvailableDashboards(ctx context.Context, orgID valuer.UUID) ([]*dashboardtypes.Dashboard, error) {
-	accountRecords, err := a.accountsRepo.ListConnected(ctx, orgID.StringValue(), a.GetName().String())
-	if err != nil {
-		return nil, err
-	}
-
-	// for now service dashboards are only available when metrics are enabled.
-	servicesWithAvailableMetrics := map[string]*time.Time{}
-
-	for _, ar := range accountRecords {
-		if ar.AccountID != nil {
-			configsBySvcId, err := a.serviceConfigRepo.GetAllForAccount(ctx, orgID.StringValue(), ar.ID.StringValue())
-			if err != nil {
-				return nil, err
-			}
-
-			for svcId, config := range configsBySvcId {
-				serviceConfig := new(integrationstypes.AWSCloudServiceConfig)
-				err = serviceConfig.Unmarshal(config)
-				if err != nil {
-					return nil, err
-				}
-
-				if serviceConfig.Metrics != nil && serviceConfig.Metrics.Enabled {
-					servicesWithAvailableMetrics[svcId] = &ar.CreatedAt
-				}
-			}
-		}
-	}
-
-	svcDashboards := make([]*dashboardtypes.Dashboard, 0)
-
-	allServices, err := a.awsServiceDefinitions.ListServiceDefinitions(ctx)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to list aws service definitions")
-	}
-
-	for _, svc := range allServices {
-		serviceDashboardsCreatedAt, ok := servicesWithAvailableMetrics[svc.Id]
-		if ok {
-			svcDashboards = integrationstypes.GetDashboardsFromAssets(svc.Id, a.GetName(), serviceDashboardsCreatedAt, svc.Assets)
-			servicesWithAvailableMetrics[svc.Id] = nil
-		}
-	}
-
-	return svcDashboards, nil
-}
-
-func (a *awsProvider) GetDashboard(ctx context.Context, req *integrationstypes.GettableDashboard) (*dashboardtypes.Dashboard, error) {
-	allDashboards, err := a.GetAvailableDashboards(ctx, req.OrgID)
-	if err != nil {
-		return nil, err
-	}
-
-	for _, d := range allDashboards {
-		if d.ID == req.ID {
-			return d, nil
-		}
-	}
-
-	return nil, errors.NewNotFoundf(CodeDashboardNotFound, "dashboard with id %s not found", req.ID)
-}
-
-func (a *awsProvider) GenerateConnectionArtifact(ctx context.Context, req *integrationstypes.PostableConnectionArtifact) (any, error) {
-	connection := new(integrationstypes.PostableAWSConnectionUrl)
-
-	err := connection.Unmarshal(req.Data)
-	if err != nil {
-		return nil, err
-	}
-
-	if connection.AccountConfig != nil {
-		for _, region := range connection.AccountConfig.EnabledRegions {
-			if integrationstypes.ValidAWSRegions[region] {
-				continue
-			}
-
-			return nil, errors.NewInvalidInputf(CodeInvalidAWSRegion, "invalid aws region: %s", region)
-		}
-	}
-
-	config, err := connection.AccountConfig.Marshal()
-	if err != nil {
-		return nil, err
-	}
-
-	account, err := a.accountsRepo.Upsert(
-		ctx, req.OrgID, integrationstypes.CloudProviderAWS.String(), nil, config,
-		nil, nil, nil,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	agentVersion := "v0.0.8"
-	if connection.AgentConfig.Version != "" {
-		agentVersion = connection.AgentConfig.Version
-	}
-
-	baseURL := fmt.Sprintf("https://%s.console.aws.amazon.com/cloudformation/home",
-		connection.AgentConfig.Region)
-	u, _ := url.Parse(baseURL)
-
-	q := u.Query()
-	q.Set("region", connection.AgentConfig.Region)
-	u.Fragment = "/stacks/quickcreate"
-
-	u.RawQuery = q.Encode()
-
-	q = u.Query()
-	q.Set("stackName", "signoz-integration")
-	q.Set("templateURL", fmt.Sprintf("https://signoz-integrations.s3.us-east-1.amazonaws.com/aws-quickcreate-template-%s.json", agentVersion))
-	q.Set("param_SigNozIntegrationAgentVersion", agentVersion)
-	q.Set("param_SigNozApiUrl", connection.AgentConfig.SigNozAPIUrl)
-	q.Set("param_SigNozApiKey", connection.AgentConfig.SigNozAPIKey)
-	q.Set("param_SigNozAccountId", account.ID.StringValue())
-	q.Set("param_IngestionUrl", connection.AgentConfig.IngestionUrl)
-	q.Set("param_IngestionKey", connection.AgentConfig.IngestionKey)
-
-	return &integrationstypes.GettableAWSConnectionUrl{
-		AccountId:     account.ID.StringValue(),
-		ConnectionUrl: u.String() + "?&" + q.Encode(), // this format is required by AWS
-	}, nil
-}
-
-func (a *awsProvider) UpdateServiceConfig(ctx context.Context, req *integrationstypes.PatchableServiceConfig) (any, error) {
-	definition, err := a.awsServiceDefinitions.GetServiceDefinition(ctx, req.ServiceId)
-	if err != nil {
-		return nil, model.InternalError(fmt.Errorf("couldn't get aws service definition: %w", err))
-	}
-
-	serviceConfig := new(integrationstypes.PatchableAWSCloudServiceConfig)
-	err = serviceConfig.Unmarshal(req.Config)
-	if err != nil {
-		return nil, err
-	}
-
-	if err = serviceConfig.Config.Validate(definition); err != nil {
-		return nil, err
-	}
-
-	// can only update config for a connected cloud account id
-	_, err = a.accountsRepo.GetConnectedCloudAccount(
-		ctx, req.OrgID, a.GetName().String(), serviceConfig.CloudAccountId,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	serviceConfigBytes, err := serviceConfig.Config.Marshal()
-	if err != nil {
-		return nil, err
-	}
-
-	updatedConfig, err := a.serviceConfigRepo.Upsert(
-		ctx, req.OrgID, a.GetName().String(), serviceConfig.CloudAccountId, req.ServiceId, serviceConfigBytes,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	if err = serviceConfig.Unmarshal(updatedConfig); err != nil {
-		return nil, err
-	}
-
-	return &integrationstypes.PatchServiceConfigResponse{
-		ServiceId: req.ServiceId,
-		Config:    serviceConfig,
-	}, nil
-}
-
-func (a *awsProvider) UpdateAccountConfig(ctx context.Context, req *integrationstypes.PatchableAccountConfig) (any, error) {
-	config := new(integrationstypes.PatchableAWSAccountConfig)
-
-	err := config.Unmarshal(req.Data)
-	if err != nil {
-		return nil, err
-	}
-
-	if config.Config == nil {
-		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "account config can't be null")
-	}
-
-	for _, region := range config.Config.EnabledRegions {
-		if integrationstypes.ValidAWSRegions[region] {
-			continue
-		}
-
-		return nil, errors.NewInvalidInputf(CodeInvalidAWSRegion, "invalid aws region: %s", region)
-	}
-
-	configBytes, err := config.Config.Marshal()
-	if err != nil {
-		return nil, err
-	}
-
-	// account must exist to update config, but it doesn't need to be connected
-	_, err = a.accountsRepo.Get(ctx, req.OrgID, a.GetName().String(), req.AccountId)
-	if err != nil {
-		return nil, err
-	}
-
-	accountRecord, err := a.accountsRepo.Upsert(
-		ctx, req.OrgID, a.GetName().String(), &req.AccountId, configBytes, nil, nil, nil,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	return accountRecord.Account(a.GetName()), nil
-}
-
-func (a *awsProvider) DisconnectAccount(ctx context.Context, orgID, accountID string) (*integrationstypes.CloudIntegration, error) {
-	account, err := a.accountsRepo.Get(ctx, orgID, a.GetName().String(), accountID)
-	if err != nil {
-		return nil, err
-	}
-
-	tsNow := time.Now()
-	account, err = a.accountsRepo.Upsert(
-		ctx, orgID, a.GetName().String(), &accountID, nil, nil, nil, &tsNow,
-	)
-	if err != nil {
-		return nil, err
-	}
-
-	return account, nil
-}
--- a/pkg/query-service/app/cloudintegrations/models.go
+++ b/pkg/query-service/app/cloudintegrations/models.go
@@ -1 +1,94 @@
 package cloudintegrations
+
+import (
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/services"
+	"github.com/SigNoz/signoz/pkg/types"
+)
+
+type ServiceSummary struct {
+	services.Metadata
+
+	Config *types.CloudServiceConfig `json:"config"`
+}
+
+type ServiceDetails struct {
+	services.Definition
+
+	Config           *types.CloudServiceConfig `json:"config"`
+	ConnectionStatus *ServiceConnectionStatus  `json:"status,omitempty"`
+}
+
+type AccountStatus struct {
+	Integration AccountIntegrationStatus `json:"integration"`
+}
+
+type AccountIntegrationStatus struct {
+	LastHeartbeatTsMillis *int64 `json:"last_heartbeat_ts_ms"`
+}
+
+type LogsConfig struct {
+	Enabled   bool                `json:"enabled"`
+	S3Buckets map[string][]string `json:"s3_buckets,omitempty"`
+}
+
+type MetricsConfig struct {
+	Enabled bool `json:"enabled"`
+}
+
+type ServiceConnectionStatus struct {
+	Logs    *SignalConnectionStatus `json:"logs"`
+	Metrics *SignalConnectionStatus `json:"metrics"`
+}
+
+type SignalConnectionStatus struct {
+	LastReceivedTsMillis int64  `json:"last_received_ts_ms"` // epoch milliseconds
+	LastReceivedFrom     string `json:"last_received_from"`  // resource identifier
+}
+
+type CompiledCollectionStrategy = services.CollectionStrategy
+
+func NewCompiledCollectionStrategy(provider string) (*CompiledCollectionStrategy, error) {
+	if provider == "aws" {
+		return &CompiledCollectionStrategy{
+			Provider:   "aws",
+			AWSMetrics: &services.AWSMetricsStrategy{},
+			AWSLogs:    &services.AWSLogsStrategy{},
+		}, nil
+	}
+	return nil, errors.NewNotFoundf(services.CodeUnsupportedCloudProvider, "unsupported cloud provider: %s", provider)
+}
+
+// Helper for accumulating strategies for enabled services.
+func AddServiceStrategy(serviceType string, cs *CompiledCollectionStrategy,
+	definitionStrat *services.CollectionStrategy, config *types.CloudServiceConfig) error {
+	if definitionStrat.Provider != cs.Provider {
+		return errors.NewInternalf(CodeMismatchCloudProvider, "can't add %s service strategy to compiled strategy for %s",
+			definitionStrat.Provider, cs.Provider)
+	}
+
+	if cs.Provider == "aws" {
+		if config.Logs != nil && config.Logs.Enabled {
+			if serviceType == services.S3Sync {
+				// S3 bucket sync; No cloudwatch logs are appended for this service type;
+				// Though definition is populated with a custom cloudwatch group that helps in calculating logs connection status
+				cs.S3Buckets = config.Logs.S3Buckets
+			} else if definitionStrat.AWSLogs != nil { // services that includes a logs subscription
+				cs.AWSLogs.Subscriptions = append(
+					cs.AWSLogs.Subscriptions,
+					definitionStrat.AWSLogs.Subscriptions...,
+				)
+			}
+		}
+		if config.Metrics != nil && config.Metrics.Enabled && definitionStrat.AWSMetrics != nil {
+			cs.AWSMetrics.StreamFilters = append(
+				cs.AWSMetrics.StreamFilters,
+				definitionStrat.AWSMetrics.StreamFilters...,
+			)
+		}
+
+		return nil
+	}
+
+	return errors.NewNotFoundf(services.CodeUnsupportedCloudProvider, "unsupported cloud provider: %s", cs.Provider)
+}
--- a/pkg/query-service/app/cloudintegrations/providerregistry.go
+++ b/pkg/query-service/app/cloudintegrations/providerregistry.go
@@ -1,28 +0,0 @@
-package cloudintegrations
-
-import (
-	"log/slog"
-
-	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/implawsprovider"
-	integrationstore "github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/store"
-	"github.com/SigNoz/signoz/pkg/query-service/interfaces"
-	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
-)
-
-func NewCloudProviderRegistry(
-	logger *slog.Logger,
-	store sqlstore.SQLStore,
-	reader interfaces.Reader,
-	querier interfaces.Querier,
-) map[integrationstypes.CloudProviderType]integrationstypes.CloudProvider {
-	registry := make(map[integrationstypes.CloudProviderType]integrationstypes.CloudProvider)
-
-	accountsRepo := integrationstore.NewCloudProviderAccountsRepository(store)
-	serviceConfigRepo := integrationstore.NewServiceConfigRepository(store)
-
-	awsProviderImpl := implawsprovider.NewAWSCloudProvider(logger, accountsRepo, serviceConfigRepo, reader, querier)
-	registry[integrationstypes.CloudProviderAWS] = awsProviderImpl
-
-	return registry
-}
--- a/pkg/query-service/app/cloudintegrations/store/serviceconfig_db.go
+++ b/pkg/query-service/app/cloudintegrations/store/serviceconfig_db.go
@@ -1,63 +1,64 @@
-package store
+package cloudintegrations

 import (
 	"context"
 	"database/sql"
+	"fmt"
 	"time"

-	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/query-service/model"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )

-var (
-	CodeServiceConfigNotFound = errors.MustNewCode("service_config_not_found")
-)
-
 type ServiceConfigDatabase interface {
-	Get(
+	get(
 		ctx context.Context,
 		orgID string,
 		cloudAccountId string,
 		serviceType string,
-	) ([]byte, error)
+	) (*types.CloudServiceConfig, *model.ApiError)

-	Upsert(
+	upsert(
 		ctx context.Context,
 		orgID string,
 		cloudProvider string,
 		cloudAccountId string,
 		serviceId string,
-		config []byte,
-	) ([]byte, error)
+		config types.CloudServiceConfig,
+	) (*types.CloudServiceConfig, *model.ApiError)

-	GetAllForAccount(
+	getAllForAccount(
 		ctx context.Context,
 		orgID string,
 		cloudAccountId string,
 	) (
-		map[string][]byte,
-		error,
+		configsBySvcId map[string]*types.CloudServiceConfig,
+		apiErr *model.ApiError,
 	)
 }

-func NewServiceConfigRepository(store sqlstore.SQLStore) ServiceConfigDatabase {
-	return &serviceConfigSQLRepository{store: store}
+func newServiceConfigRepository(store sqlstore.SQLStore) (
+	*serviceConfigSQLRepository, error,
+) {
+	return &serviceConfigSQLRepository{
+		store: store,
+	}, nil
 }

 type serviceConfigSQLRepository struct {
 	store sqlstore.SQLStore
 }

-func (r *serviceConfigSQLRepository) Get(
+func (r *serviceConfigSQLRepository) get(
 	ctx context.Context,
 	orgID string,
 	cloudAccountId string,
 	serviceType string,
-) ([]byte, error) {
-	var result integrationstypes.CloudIntegrationService
+) (*types.CloudServiceConfig, *model.ApiError) {
+
+	var result types.CloudIntegrationService

 	err := r.store.BunDB().NewSelect().
 		Model(&result).
@@ -66,30 +67,36 @@ func (r *serviceConfigSQLRepository) Get(
 		Where("ci.id = ?", cloudAccountId).
 		Where("cis.type = ?", serviceType).
 		Scan(ctx)
-	if err != nil {
-		if errors.Is(err, sql.ErrNoRows) {
-			return nil, errors.WrapNotFoundf(err, CodeServiceConfigNotFound, "couldn't find config for cloud account %s", cloudAccountId)
-		}

-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't query cloud service config")
+	if err == sql.ErrNoRows {
+		return nil, model.NotFoundError(fmt.Errorf(
+			"couldn't find config for cloud account %s",
+			cloudAccountId,
+		))
+	} else if err != nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"couldn't query cloud service config: %w", err,
+		))
 	}

-	return result.Config, nil
+	return &result.Config, nil
+
 }

-func (r *serviceConfigSQLRepository) Upsert(
+func (r *serviceConfigSQLRepository) upsert(
 	ctx context.Context,
 	orgID string,
 	cloudProvider string,
 	cloudAccountId string,
 	serviceId string,
-	config []byte,
-) ([]byte, error) {
+	config types.CloudServiceConfig,
+) (*types.CloudServiceConfig, *model.ApiError) {
+
 	// get cloud integration id from account id
 	// if the account is not connected, we don't need to upsert the config
 	var cloudIntegrationId string
 	err := r.store.BunDB().NewSelect().
-		Model((*integrationstypes.CloudIntegration)(nil)).
+		Model((*types.CloudIntegration)(nil)).
 		Column("id").
 		Where("provider = ?", cloudProvider).
 		Where("account_id = ?", cloudAccountId).
@@ -97,18 +104,14 @@ func (r *serviceConfigSQLRepository) Upsert(
 		Where("removed_at is NULL").
 		Where("last_agent_report is not NULL").
 		Scan(ctx, &cloudIntegrationId)
+
 	if err != nil {
-		if errors.Is(err, sql.ErrNoRows) {
-			return nil, errors.WrapNotFoundf(
-				err,
-				CodeCloudIntegrationAccountNotFound,
-				"couldn't find active cloud integration account",
-			)
-		}
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't query cloud integration id")
+		return nil, model.InternalError(fmt.Errorf(
+			"couldn't query cloud integration id: %w", err,
+		))
 	}

-	serviceConfig := integrationstypes.CloudIntegrationService{
+	serviceConfig := types.CloudIntegrationService{
 		Identifiable: types.Identifiable{ID: valuer.GenerateUUID()},
 		TimeAuditable: types.TimeAuditable{
 			CreatedAt: time.Now(),
@@ -123,18 +126,21 @@ func (r *serviceConfigSQLRepository) Upsert(
 		On("conflict(cloud_integration_id, type) do update set config=excluded.config, updated_at=excluded.updated_at").
 		Exec(ctx)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't upsert cloud service config")
+		return nil, model.InternalError(fmt.Errorf(
+			"could not upsert cloud service config: %w", err,
+		))
 	}

-	return config, nil
+	return &serviceConfig.Config, nil
+
 }

-func (r *serviceConfigSQLRepository) GetAllForAccount(
+func (r *serviceConfigSQLRepository) getAllForAccount(
 	ctx context.Context,
 	orgID string,
 	cloudAccountId string,
-) (map[string][]byte, error) {
-	var serviceConfigs []integrationstypes.CloudIntegrationService
+) (map[string]*types.CloudServiceConfig, *model.ApiError) {
+	serviceConfigs := []types.CloudIntegrationService{}

 	err := r.store.BunDB().NewSelect().
 		Model(&serviceConfigs).
@@ -143,13 +149,15 @@ func (r *serviceConfigSQLRepository) GetAllForAccount(
 		Where("ci.org_id = ?", orgID).
 		Scan(ctx)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't query service configs from db")
+		return nil, model.InternalError(fmt.Errorf(
+			"could not query service configs from db: %w", err,
+		))
 	}

-	result := make(map[string][]byte)
+	result := map[string]*types.CloudServiceConfig{}

 	for _, r := range serviceConfigs {
-		result[r.Type] = r.Config
+		result[r.Type] = &r.Config
 	}

 	return result, nil
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/api-gateway/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/api-gateway/integration.json
@@ -148,146 +148,6 @@
        "name": "aws_ApiGateway_Latency_sum",
        "unit": "Milliseconds",
        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_4xx_sum",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_4xx_max",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_4xx_min",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_4xx_count",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_5xx_sum",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_5xx_max",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_5xx_min",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_5xx_count",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_DataProcessed_sum",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_DataProcessed_max",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_DataProcessed_min",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_DataProcessed_count",
-        "unit": "Bytes",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ExecutionError_sum",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ExecutionError_max",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ExecutionError_min",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ExecutionError_count",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ClientError_sum",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ClientError_max",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ClientError_min",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ClientError_count",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_IntegrationError_sum",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_IntegrationError_max",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_IntegrationError_min",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_IntegrationError_count",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ConnectCount_sum",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ConnectCount_max",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ConnectCount_min",
-        "unit": "Count",
-        "type": "Gauge"
-      },
-      {
-        "name": "aws_ApiGateway_ConnectCount_count",
-        "unit": "Count",
-        "type": "Gauge"
      }
    ],
    "logs": [
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/dynamodb/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/dynamodb/integration.json
@@ -391,4 +391,4 @@
      }
    ]
  }
-}
+}
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/ec2/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/ec2/integration.json
@@ -515,4 +515,4 @@
      }
    ]
  }
-}
+}
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/eks/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/eks/integration.json
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/elasticache/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/elasticache/integration.json
@@ -1928,7 +1928,7 @@
        "unit": "Percent",
        "type": "Gauge",
        "description": ""
-      }
+      }                      
    ]
  },
  "telemetry_collection_strategy": {
@@ -1951,4 +1951,4 @@
      }
    ]
  }
-}
+}
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/msk/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/msk/integration.json
@@ -1088,3 +1088,4 @@
      ]
    }
  }
+  
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/rds/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/rds/integration.json
@@ -800,4 +800,4 @@
      }
    ]
  }
-}
+}
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/sns/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/sns/integration.json
@@ -127,4 +127,4 @@
      }
    ]
  }
-}
+}
--- a/pkg/query-service/app/cloudintegrations/services/definitions/aws/sqs/integration.json
+++ b/pkg/query-service/app/cloudintegrations/services/definitions/aws/sqs/integration.json
@@ -247,4 +247,4 @@
      }
    ]
  }
-}
+}
--- a/pkg/query-service/app/cloudintegrations/services/models.go
+++ b/pkg/query-service/app/cloudintegrations/services/models.go
@@ -0,0 +1,91 @@
+package services
+
+import (
+	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
+)
+
+type Metadata struct {
+	Id    string `json:"id"`
+	Title string `json:"title"`
+	Icon  string `json:"icon"`
+}
+
+type Definition struct {
+	Metadata
+
+	Overview string `json:"overview"` // markdown
+
+	Assets Assets `json:"assets"`
+
+	SupportedSignals SupportedSignals `json:"supported_signals"`
+
+	DataCollected DataCollected `json:"data_collected"`
+
+	Strategy *CollectionStrategy `json:"telemetry_collection_strategy"`
+}
+
+type Assets struct {
+	Dashboards []Dashboard `json:"dashboards"`
+}
+
+type SupportedSignals struct {
+	Logs    bool `json:"logs"`
+	Metrics bool `json:"metrics"`
+}
+
+type DataCollected struct {
+	Logs    []CollectedLogAttribute `json:"logs"`
+	Metrics []CollectedMetric       `json:"metrics"`
+}
+
+type CollectedLogAttribute struct {
+	Name string `json:"name"`
+	Path string `json:"path"`
+	Type string `json:"type"`
+}
+
+type CollectedMetric struct {
+	Name        string `json:"name"`
+	Type        string `json:"type"`
+	Unit        string `json:"unit"`
+	Description string `json:"description"`
+}
+
+type CollectionStrategy struct {
+	Provider string `json:"provider"`
+
+	AWSMetrics *AWSMetricsStrategy `json:"aws_metrics,omitempty"`
+	AWSLogs    *AWSLogsStrategy    `json:"aws_logs,omitempty"`
+	S3Buckets  map[string][]string `json:"s3_buckets,omitempty"` // Only available in S3 Sync Service Type
+}
+
+type AWSMetricsStrategy struct {
+	// to be used as https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cloudwatch-metricstream.html#cfn-cloudwatch-metricstream-includefilters
+	StreamFilters []struct {
+		// json tags here are in the shape expected by AWS API as detailed at
+		// https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cloudwatch-metricstream-metricstreamfilter.html
+		Namespace   string   `json:"Namespace"`
+		MetricNames []string `json:"MetricNames,omitempty"`
+	} `json:"cloudwatch_metric_stream_filters"`
+}
+
+type AWSLogsStrategy struct {
+	Subscriptions []struct {
+		// subscribe to all logs groups with specified prefix.
+		// eg: `/aws/rds/`
+		LogGroupNamePrefix string `json:"log_group_name_prefix"`
+
+		// https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/FilterAndPatternSyntax.html
+		// "" implies no filtering is required.
+		FilterPattern string `json:"filter_pattern"`
+	} `json:"cloudwatch_logs_subscriptions"`
+}
+
+type Dashboard struct {
+	Id          string                                `json:"id"`
+	Url         string                                `json:"url"`
+	Title       string                                `json:"title"`
+	Description string                                `json:"description"`
+	Image       string                                `json:"image"`
+	Definition  *dashboardtypes.StorableDashboardData `json:"definition,omitempty"`
+}
--- a/pkg/query-service/app/cloudintegrations/services/services.go
+++ b/pkg/query-service/app/cloudintegrations/services/services.go
@@ -2,90 +2,128 @@ package services

 import (
 	"bytes"
-	"context"
 	"embed"
 	"encoding/json"
 	"fmt"
 	"io/fs"
 	"path"
+	"sort"

 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/query-service/app/integrations"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
+	"github.com/SigNoz/signoz/pkg/query-service/model"
 	koanfJson "github.com/knadh/koanf/parsers/json"
+	"golang.org/x/exp/maps"
+)
+
+const (
+	S3Sync = "s3sync"
 )

 var (
-	CodeServiceDefinitionNotFound = errors.MustNewCode("service_definition_not_dound")
+	CodeUnsupportedCloudProvider = errors.MustNewCode("unsupported_cloud_provider")
+	CodeUnsupportedServiceType   = errors.MustNewCode("unsupported_service_type")
 )

-type (
-	AWSServicesProvider struct {
-		definitions map[string]*integrationstypes.AWSServiceDefinition
+func List(cloudProvider string) ([]Definition, *model.ApiError) {
+	cloudServices, found := supportedServices[cloudProvider]
+	if !found || cloudServices == nil {
+		return nil, model.NotFoundError(fmt.Errorf(
+			"unsupported cloud provider: %s", cloudProvider,
+		))
 	}
-)

-func (a *AWSServicesProvider) ListServiceDefinitions(ctx context.Context) (map[string]*integrationstypes.AWSServiceDefinition, error) {
-	return a.definitions, nil
+	services := maps.Values(cloudServices)
+	sort.Slice(services, func(i, j int) bool {
+		return services[i].Id < services[j].Id
+	})
+
+	return services, nil
 }

-func (a *AWSServicesProvider) GetServiceDefinition(ctx context.Context, serviceName string) (*integrationstypes.AWSServiceDefinition, error) {
-	def, ok := a.definitions[serviceName]
-	if !ok {
-		return nil, errors.NewNotFoundf(CodeServiceDefinitionNotFound, "aws service definition not found: %s", serviceName)
-	}
-
-	return def, nil
-}
-
-func NewAWSCloudProviderServices() (*AWSServicesProvider, error) {
-	definitions, err := readAllServiceDefinitions(integrationstypes.CloudProviderAWS)
-	if err != nil {
-		return nil, err
-	}
-
-	serviceDefinitions := make(map[string]*integrationstypes.AWSServiceDefinition)
-	for id, def := range definitions {
-		typedDef, ok := def.(*integrationstypes.AWSServiceDefinition)
-		if !ok {
-			return nil, fmt.Errorf("invalid type for AWS service definition %s", id)
-		}
-		serviceDefinitions[id] = typedDef
-	}
-
-	return &AWSServicesProvider{
-		definitions: serviceDefinitions,
-	}, nil
-}
-
-//go:embed definitions/*
-var definitionFiles embed.FS
-
-func readAllServiceDefinitions(cloudProvider valuer.String) (map[string]any, error) {
-	rootDirName := "definitions"
-
-	cloudProviderDirPath := path.Join(rootDirName, cloudProvider.String())
-
-	cloudServices, err := readServiceDefinitionsFromDir(cloudProvider, cloudProviderDirPath)
-	if err != nil {
-		return nil, err
-	}
-
-	if len(cloudServices) < 1 {
-		return nil, errors.NewInternalf(errors.CodeInternal, "no service definitions found in %s", cloudProviderDirPath)
+func Map(cloudProvider string) (map[string]Definition, error) {
+	cloudServices, found := supportedServices[cloudProvider]
+	if !found || cloudServices == nil {
+		return nil, errors.Newf(errors.TypeNotFound, CodeUnsupportedCloudProvider, "unsupported cloud provider: %s", cloudProvider)
 	}

 	return cloudServices, nil
 }

-func readServiceDefinitionsFromDir(cloudProvider valuer.String, cloudProviderDirPath string) (map[string]any, error) {
-	svcDefDirs, err := fs.ReadDir(definitionFiles, cloudProviderDirPath)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't list integrations dirs")
+func GetServiceDefinition(cloudProvider, serviceType string) (*Definition, error) {
+	cloudServices := supportedServices[cloudProvider]
+	if cloudServices == nil {
+		return nil, errors.Newf(errors.TypeNotFound, CodeUnsupportedCloudProvider, "unsupported cloud provider: %s", cloudProvider)
 	}

-	svcDefs := make(map[string]any)
+	svc, exists := cloudServices[serviceType]
+	if !exists {
+		return nil, errors.Newf(errors.TypeNotFound, CodeUnsupportedServiceType, "%s service not found: %s", cloudProvider, serviceType)
+	}
+
+	return &svc, nil
+}
+
+// End of API. Logic for reading service definition files follows
+
+// Service details read from ./serviceDefinitions
+// { "providerName": { "service_id": {...}} }
+var supportedServices map[string]map[string]Definition
+
+func init() {
+	err := readAllServiceDefinitions()
+	if err != nil {
+		panic(fmt.Errorf(
+			"couldn't read cloud service definitions: %w", err,
+		))
+	}
+}
+
+//go:embed definitions/*
+var definitionFiles embed.FS
+
+func readAllServiceDefinitions() error {
+	supportedServices = map[string]map[string]Definition{}
+
+	rootDirName := "definitions"
+
+	cloudProviderDirs, err := fs.ReadDir(definitionFiles, rootDirName)
+	if err != nil {
+		return fmt.Errorf("couldn't read dirs in %s: %w", rootDirName, err)
+	}
+
+	for _, d := range cloudProviderDirs {
+		if !d.IsDir() {
+			continue
+		}
+
+		cloudProvider := d.Name()
+
+		cloudProviderDirPath := path.Join(rootDirName, cloudProvider)
+		cloudServices, err := readServiceDefinitionsFromDir(cloudProvider, cloudProviderDirPath)
+		if err != nil {
+			return fmt.Errorf("couldn't read %s service definitions: %w", cloudProvider, err)
+		}
+
+		if len(cloudServices) < 1 {
+			return fmt.Errorf("no %s services could be read", cloudProvider)
+		}
+
+		supportedServices[cloudProvider] = cloudServices
+	}
+
+	return nil
+}
+
+func readServiceDefinitionsFromDir(cloudProvider string, cloudProviderDirPath string) (
+	map[string]Definition, error,
+) {
+	svcDefDirs, err := fs.ReadDir(definitionFiles, cloudProviderDirPath)
+	if err != nil {
+		return nil, fmt.Errorf("couldn't list integrations dirs: %w", err)
+	}
+
+	svcDefs := map[string]Definition{}

 	for _, d := range svcDefDirs {
 		if !d.IsDir() {
@@ -95,71 +133,103 @@ func readServiceDefinitionsFromDir(cloudProvider valuer.String, cloudProviderDir
 		svcDirPath := path.Join(cloudProviderDirPath, d.Name())
 		s, err := readServiceDefinition(cloudProvider, svcDirPath)
 		if err != nil {
-			return nil, err
+			return nil, fmt.Errorf("couldn't read svc definition for %s: %w", d.Name(), err)
 		}

-		_, exists := svcDefs[s.GetId()]
+		_, exists := svcDefs[s.Id]
 		if exists {
-			return nil, errors.NewInternalf(errors.CodeInternal, "duplicate service definition for id %s at %s", s.GetId(), d.Name())
+			return nil, fmt.Errorf(
+				"duplicate service definition for id %s at %s", s.Id, d.Name(),
+			)
 		}
-		svcDefs[s.GetId()] = s
+		svcDefs[s.Id] = *s
 	}

 	return svcDefs, nil
 }

-func readServiceDefinition(cloudProvider valuer.String, svcDirpath string) (integrationstypes.Definition, error) {
+func readServiceDefinition(cloudProvider string, svcDirpath string) (*Definition, error) {
 	integrationJsonPath := path.Join(svcDirpath, "integration.json")

 	serializedSpec, err := definitionFiles.ReadFile(integrationJsonPath)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't read integration definition in %s", svcDirpath)
+		return nil, fmt.Errorf(
+			"couldn't find integration.json in %s: %w",
+			svcDirpath, err,
+		)
 	}

 	integrationSpec, err := koanfJson.Parser().Unmarshal(serializedSpec)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't parse integration definition in %s", svcDirpath)
+		return nil, fmt.Errorf(
+			"couldn't parse integration.json from %s: %w",
+			integrationJsonPath, err,
+		)
 	}

-	hydrated, err := integrations.HydrateFileUris(integrationSpec, definitionFiles, svcDirpath)
+	hydrated, err := integrations.HydrateFileUris(
+		integrationSpec, definitionFiles, svcDirpath,
+	)
 	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't hydrate integration definition in %s", svcDirpath)
+		return nil, fmt.Errorf(
+			"couldn't hydrate files referenced in service definition %s: %w",
+			integrationJsonPath, err,
+		)
 	}
 	hydratedSpec := hydrated.(map[string]any)

-	var serviceDef integrationstypes.Definition
-
-	switch cloudProvider {
-	case integrationstypes.CloudProviderAWS:
-		serviceDef = &integrationstypes.AWSServiceDefinition{}
-	default:
-		// ideally this shouldn't happen hence throwing internal error
-		return nil, errors.NewInternalf(errors.CodeInternal, "unsupported cloud provider: %s", cloudProvider)
+	serviceDef, err := ParseStructWithJsonTagsFromMap[Definition](hydratedSpec)
+	if err != nil {
+		return nil, fmt.Errorf(
+			"couldn't parse hydrated JSON spec read from %s: %w",
+			integrationJsonPath, err,
+		)
 	}

-	err = parseStructWithJsonTagsFromMap(hydratedSpec, serviceDef)
+	err = validateServiceDefinition(serviceDef)
 	if err != nil {
-		return nil, err
-	}
-	err = serviceDef.Validate()
-	if err != nil {
-		return nil, err
+		return nil, fmt.Errorf("invalid service definition %s: %w", serviceDef.Id, err)
 	}

+	serviceDef.Strategy.Provider = cloudProvider
+
 	return serviceDef, nil
+
 }

-func parseStructWithJsonTagsFromMap(data map[string]any, target interface{}) error {
-	mapJson, err := json.Marshal(data)
-	if err != nil {
-		return errors.WrapInternalf(err, errors.CodeInternal, "couldn't marshal service definition json data")
+func validateServiceDefinition(s *Definition) error {
+	// Validate dashboard data
+	seenDashboardIds := map[string]interface{}{}
+	for _, dd := range s.Assets.Dashboards {
+		if _, seen := seenDashboardIds[dd.Id]; seen {
+			return fmt.Errorf("multiple dashboards found with id %s", dd.Id)
+		}
+		seenDashboardIds[dd.Id] = nil
 	}

-	decoder := json.NewDecoder(bytes.NewReader(mapJson))
-	decoder.DisallowUnknownFields()
-	err = decoder.Decode(target)
-	if err != nil {
-		return errors.WrapInternalf(err, errors.CodeInternal, "couldn't unmarshal service definition json data")
+	if s.Strategy == nil {
+		return fmt.Errorf("telemetry_collection_strategy is required")
 	}
+
+	// potentially more to follow
+
 	return nil
 }
+
+func ParseStructWithJsonTagsFromMap[StructType any](data map[string]any) (
+	*StructType, error,
+) {
+	mapJson, err := json.Marshal(data)
+	if err != nil {
+		return nil, fmt.Errorf("couldn't marshal map to json: %w", err)
+	}
+
+	var res StructType
+	decoder := json.NewDecoder(bytes.NewReader(mapJson))
+	decoder.DisallowUnknownFields()
+	err = decoder.Decode(&res)
+	if err != nil {
+		return nil, fmt.Errorf("couldn't unmarshal json back to struct: %w", err)
+	}
+	return &res, nil
+}
--- a/pkg/query-service/app/cloudintegrations/services/services_test.go
+++ b/pkg/query-service/app/cloudintegrations/services/services_test.go
@@ -1,3 +1,35 @@
 package services

-// TODO: add more tests for services package
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/query-service/model"
+	"github.com/stretchr/testify/require"
+)
+
+func TestAvailableServices(t *testing.T) {
+	require := require.New(t)
+
+	// should be able to list available services.
+	_, apiErr := List("bad-cloud-provider")
+	require.NotNil(apiErr)
+	require.Equal(model.ErrorNotFound, apiErr.Type())
+
+	awsSvcs, apiErr := List("aws")
+	require.Nil(apiErr)
+	require.Greater(len(awsSvcs), 0)
+
+	// should be able to get details of a service
+	_, err := GetServiceDefinition(
+		"aws", "bad-service-id",
+	)
+	require.NotNil(err)
+	require.True(errors.Ast(err, errors.TypeNotFound))
+
+	svc, err := GetServiceDefinition(
+		"aws", awsSvcs[0].Id,
+	)
+	require.Nil(err)
+	require.Equal(*svc, awsSvcs[0])
+}
--- a/pkg/query-service/app/http_handler.go
+++ b/pkg/query-service/app/http_handler.go
@@ -6,7 +6,11 @@ import (
 	"database/sql"
 	"encoding/json"
 	"fmt"
-	"log/slog"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/modules/thirdpartyapi"
+	"github.com/SigNoz/signoz/pkg/queryparser"

 	"io"
 	"math"
@@ -21,19 +25,14 @@ import (
 	"time"

 	"github.com/SigNoz/signoz/pkg/alertmanager"
-	"github.com/SigNoz/signoz/pkg/errors"
 	errorsV2 "github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/http/middleware"
 	"github.com/SigNoz/signoz/pkg/http/render"
 	"github.com/SigNoz/signoz/pkg/licensing"
-	"github.com/SigNoz/signoz/pkg/modules/thirdpartyapi"
-	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations/services"
 	"github.com/SigNoz/signoz/pkg/query-service/app/integrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/metricsexplorer"
-	"github.com/SigNoz/signoz/pkg/queryparser"
 	"github.com/SigNoz/signoz/pkg/signoz"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/prometheus/prometheus/promql"

@@ -45,6 +44,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/contextlinks"
 	traceFunnelsModule "github.com/SigNoz/signoz/pkg/modules/tracefunnel"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/inframetrics"
 	queues2 "github.com/SigNoz/signoz/pkg/query-service/app/integrations/messagingQueues/queues"
 	"github.com/SigNoz/signoz/pkg/query-service/app/logs"
@@ -113,7 +113,7 @@ type APIHandler struct {

 	IntegrationsController *integrations.Controller

-	cloudIntegrationsRegistry map[integrationstypes.CloudProviderType]integrationstypes.CloudProvider
+	CloudIntegrationsController *cloudintegrations.Controller

 	LogsParsingPipelineController *logparsingpipeline.LogParsingPipelineController

@@ -162,6 +162,9 @@ type APIHandlerOpts struct {
 	// Integrations
 	IntegrationsController *integrations.Controller

+	// Cloud Provider Integrations
+	CloudIntegrationsController *cloudintegrations.Controller
+
 	// Log parsing pipelines
 	LogsParsingPipelineController *logparsingpipeline.LogParsingPipelineController

@@ -177,8 +180,6 @@ type APIHandlerOpts struct {
 	QueryParserAPI *queryparser.API

 	Signoz *signoz.SigNoz
-
-	Logger *slog.Logger
 }

 // NewAPIHandler returns an APIHandler
@@ -214,19 +215,12 @@ func NewAPIHandler(opts APIHandlerOpts) (*APIHandler, error) {
 	summaryService := metricsexplorer.NewSummaryService(opts.Reader, opts.RuleManager, opts.Signoz.Modules.Dashboard)
 	//quickFilterModule := quickfilter.NewAPI(opts.QuickFilterModule)

-	cloudIntegrationsRegistry := cloudintegrations.NewCloudProviderRegistry(
-		opts.Logger,
-		opts.Signoz.SQLStore,
-		opts.Reader,
-		querier,
-	)
-
 	aH := &APIHandler{
 		reader:                        opts.Reader,
 		temporalityMap:                make(map[string]map[v3.Temporality]bool),
 		ruleManager:                   opts.RuleManager,
 		IntegrationsController:        opts.IntegrationsController,
-		cloudIntegrationsRegistry:     cloudIntegrationsRegistry,
+		CloudIntegrationsController:   opts.CloudIntegrationsController,
 		LogsParsingPipelineController: opts.LogsParsingPipelineController,
 		querier:                       querier,
 		querierV2:                     querierv2,
@@ -1223,22 +1217,13 @@ func (aH *APIHandler) Get(rw http.ResponseWriter, r *http.Request) {
 	}

 	dashboard := new(dashboardtypes.Dashboard)
-	if integrationstypes.IsCloudIntegrationDashboardUuid(id) {
-		cloudProvider, err := integrationstypes.GetCloudProviderFromDashboardID(id)
-		if err != nil {
-			render.Error(rw, err)
+	if aH.CloudIntegrationsController.IsCloudIntegrationDashboardUuid(id) {
+		cloudIntegrationDashboard, apiErr := aH.CloudIntegrationsController.GetDashboardById(ctx, orgID, id)
+		if apiErr != nil {
+			render.Error(rw, errorsV2.Wrapf(apiErr, errorsV2.TypeInternal, errorsV2.CodeInternal, "failed to get dashboard"))
 			return
 		}
-
-		integrationDashboard, err := aH.cloudIntegrationsRegistry[cloudProvider].GetDashboard(ctx, &integrationstypes.GettableDashboard{
-			ID:    id,
-			OrgID: orgID,
-		})
-		if err != nil {
-			render.Error(rw, err)
-			return
-		}
-		dashboard = integrationDashboard
+		dashboard = cloudIntegrationDashboard
 	} else if aH.IntegrationsController.IsInstalledIntegrationDashboardID(id) {
 		integrationDashboard, apiErr := aH.IntegrationsController.GetInstalledIntegrationDashboardById(ctx, orgID, id)
 		if apiErr != nil {
@@ -1302,13 +1287,11 @@ func (aH *APIHandler) List(rw http.ResponseWriter, r *http.Request) {
 		dashboards = append(dashboards, installedIntegrationDashboards...)
 	}

-	for _, provider := range aH.cloudIntegrationsRegistry {
-		cloudIntegrationDashboards, err := provider.GetAvailableDashboards(ctx, orgID)
-		if err != nil {
-			zap.L().Error("failed to get dashboards for cloud integrations", zap.Error(apiErr))
-		} else {
-			dashboards = append(dashboards, cloudIntegrationDashboards...)
-		}
+	cloudIntegrationDashboards, apiErr := aH.CloudIntegrationsController.AvailableDashboards(ctx, orgID)
+	if apiErr != nil {
+		zap.L().Error("failed to get dashboards for cloud integrations", zap.Error(apiErr))
+	} else {
+		dashboards = append(dashboards, cloudIntegrationDashboards...)
 	}

 	gettableDashboards, err := dashboardtypes.NewGettableDashboardsFromDashboards(dashboards)
@@ -3284,15 +3267,15 @@ func (aH *APIHandler) GetIntegrationConnectionStatus(w http.ResponseWriter, r *h
 		lookbackSeconds = 15 * 60
 	}

-	connectionStatus, err := aH.calculateConnectionStatus(
+	connectionStatus, apiErr := aH.calculateConnectionStatus(
 		r.Context(), orgID, connectionTests, lookbackSeconds,
 	)
-	if err != nil {
-		render.Error(w, err)
+	if apiErr != nil {
+		RespondError(w, apiErr, "Failed to calculate integration connection status")
 		return
 	}

-	render.Success(w, http.StatusOK, connectionStatus)
+	aH.Respond(w, connectionStatus)
 }

 func (aH *APIHandler) calculateConnectionStatus(
@@ -3300,11 +3283,10 @@ func (aH *APIHandler) calculateConnectionStatus(
 	orgID valuer.UUID,
 	connectionTests *integrations.IntegrationConnectionTests,
 	lookbackSeconds int64,
-) (*integrations.IntegrationConnectionStatus, error) {
+) (*integrations.IntegrationConnectionStatus, *model.ApiError) {
 	// Calculate connection status for signals in parallel

 	result := &integrations.IntegrationConnectionStatus{}
-	// TODO: migrate to errors package
 	errors := []*model.ApiError{}
 	var resultLock sync.Mutex

@@ -3502,14 +3484,12 @@ func (aH *APIHandler) UninstallIntegration(w http.ResponseWriter, r *http.Reques
 	aH.Respond(w, map[string]interface{}{})
 }

-// RegisterCloudIntegrationsRoutes register routes for cloud provider integrations
+// cloud provider integrations
 func (aH *APIHandler) RegisterCloudIntegrationsRoutes(router *mux.Router, am *middleware.AuthZ) {
 	subRouter := router.PathPrefix("/api/v1/cloud-integrations").Subrouter()

-	subRouter.Use(middleware.NewRecovery(aH.Signoz.Instrumentation.Logger()).Wrap)
-
 	subRouter.HandleFunc(
-		"/{cloudProvider}/accounts/generate-connection-url", am.EditAccess(aH.CloudIntegrationsGenerateConnectionArtifact),
+		"/{cloudProvider}/accounts/generate-connection-url", am.EditAccess(aH.CloudIntegrationsGenerateConnectionUrl),
 	).Methods(http.MethodPost)

 	subRouter.HandleFunc(
@@ -3543,199 +3523,170 @@ func (aH *APIHandler) RegisterCloudIntegrationsRoutes(router *mux.Router, am *mi
 	subRouter.HandleFunc(
 		"/{cloudProvider}/services/{serviceId}/config", am.EditAccess(aH.CloudIntegrationsUpdateServiceConfig),
 	).Methods(http.MethodPost)
+
 }

-func (aH *APIHandler) CloudIntegrationsGenerateConnectionArtifact(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
+func (aH *APIHandler) CloudIntegrationsListConnectedAccounts(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]

-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
+	resp, apiErr := aH.CloudIntegrationsController.ListConnectedAccounts(
+		r.Context(), claims.OrgID, cloudProvider,
+	)
+
+	if apiErr != nil {
+		RespondError(w, apiErr, nil)
 		return
 	}
-
-	reqBody, err := io.ReadAll(r.Body)
-	if err != nil {
-		render.Error(w, errors.WrapInternalf(err, errors.CodeInternal, "failed to read request body"))
-		return
-	}
-
-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].GenerateConnectionArtifact(r.Context(), &integrationstypes.PostableConnectionArtifact{
-		OrgID: claims.OrgID,
-		Data:  reqBody,
-	})
-	if err != nil {
-		aH.Signoz.Instrumentation.Logger().ErrorContext(r.Context(),
-			"failed to generate connection artifact for cloud integration",
-			slog.String("cloudProvider", cloudProviderString),
-			slog.String("orgID", claims.OrgID),
-		)
-		render.Error(w, err)
-		return
-	}
-
-	render.Success(w, http.StatusOK, resp)
+	aH.Respond(w, resp)
 }

-func (aH *APIHandler) CloudIntegrationsListConnectedAccounts(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
+func (aH *APIHandler) CloudIntegrationsGenerateConnectionUrl(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]

-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
+	req := cloudintegrations.GenerateConnectionUrlRequest{}
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		RespondError(w, model.BadRequest(err), nil)
 		return
 	}

-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].ListConnectedAccounts(r.Context(), claims.OrgID)
-	if err != nil {
-		render.Error(w, err)
+	result, apiErr := aH.CloudIntegrationsController.GenerateConnectionUrl(
+		r.Context(), claims.OrgID, cloudProvider, req,
+	)
+
+	if apiErr != nil {
+		RespondError(w, apiErr, nil)
 		return
 	}

-	render.Success(w, http.StatusOK, resp)
+	aH.Respond(w, result)
 }

-func (aH *APIHandler) CloudIntegrationsGetAccountStatus(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
+func (aH *APIHandler) CloudIntegrationsGetAccountStatus(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]
 	accountId := mux.Vars(r)["accountId"]

-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].GetAccountStatus(r.Context(), claims.OrgID, accountId)
-	if err != nil {
-		render.Error(w, err)
+	resp, apiErr := aH.CloudIntegrationsController.GetAccountStatus(
+		r.Context(), claims.OrgID, cloudProvider, accountId,
+	)
+
+	if apiErr != nil {
+		RespondError(w, apiErr, nil)
 		return
 	}
-
-	render.Success(w, http.StatusOK, resp)
+	aH.Respond(w, resp)
 }

-func (aH *APIHandler) CloudIntegrationsAgentCheckIn(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
+func (aH *APIHandler) CloudIntegrationsAgentCheckIn(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]
+
+	req := cloudintegrations.AgentCheckInRequest{}
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		RespondError(w, model.BadRequest(err), nil)
+		return
+	}
+
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
+		return
+	}
+
+	result, err := aH.CloudIntegrationsController.CheckInAsAgent(
+		r.Context(), claims.OrgID, cloudProvider, req,
+	)

-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
 	if err != nil {
 		render.Error(w, err)
 		return
 	}

-	req := new(integrationstypes.PostableAgentCheckInPayload)
-	if err = json.NewDecoder(r.Body).Decode(req); err != nil {
-		render.Error(w, errors.WrapInvalidInputf(err, errors.CodeInvalidInput, "invalid request body"))
-		return
-	}
-
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
-	req.OrgID = claims.OrgID
-
-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].AgentCheckIn(r.Context(), req)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
-	render.Success(w, http.StatusOK, resp)
+	aH.Respond(w, result)
 }

-func (aH *APIHandler) CloudIntegrationsUpdateAccountConfig(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
+func (aH *APIHandler) CloudIntegrationsUpdateAccountConfig(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]
 	accountId := mux.Vars(r)["accountId"]

-	reqBody, err := io.ReadAll(r.Body)
-	if err != nil {
-		render.Error(w, errors.WrapInternalf(err, errors.CodeInternal, "failed to read request body"))
+	req := cloudintegrations.UpdateAccountConfigRequest{}
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		RespondError(w, model.BadRequest(err), nil)
 		return
 	}

-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].UpdateAccountConfig(r.Context(), &integrationstypes.PatchableAccountConfig{
-		OrgID:     claims.OrgID,
-		AccountId: accountId,
-		Data:      reqBody,
-	})
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	render.Success(w, http.StatusOK, resp)
-	return
+	result, apiErr := aH.CloudIntegrationsController.UpdateAccountConfig(
+		r.Context(), claims.OrgID, cloudProvider, accountId, req,
+	)
+
+	if apiErr != nil {
+		RespondError(w, apiErr, nil)
+		return
+	}
+
+	aH.Respond(w, result)
 }

-func (aH *APIHandler) CloudIntegrationsDisconnectAccount(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
+func (aH *APIHandler) CloudIntegrationsDisconnectAccount(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]
 	accountId := mux.Vars(r)["accountId"]

-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	result, err := aH.cloudIntegrationsRegistry[cloudProvider].DisconnectAccount(r.Context(), claims.OrgID, accountId)
-	if err != nil {
-		render.Error(w, err)
+	result, apiErr := aH.CloudIntegrationsController.DisconnectAccount(
+		r.Context(), claims.OrgID, cloudProvider, accountId,
+	)
+
+	if apiErr != nil {
+		RespondError(w, apiErr, nil)
 		return
 	}

-	render.Success(w, http.StatusOK, result)
+	aH.Respond(w, result)
 }

-func (aH *APIHandler) CloudIntegrationsListServices(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
+func (aH *APIHandler) CloudIntegrationsListServices(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]

 	var cloudAccountId *string

@@ -3744,22 +3695,26 @@ func (aH *APIHandler) CloudIntegrationsListServices(w http.ResponseWriter, r *ht
 		cloudAccountId = &cloudAccountIdQP
 	}

-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].ListServices(r.Context(), claims.OrgID, cloudAccountId)
-	if err != nil {
-		render.Error(w, err)
+	resp, apiErr := aH.CloudIntegrationsController.ListServices(
+		r.Context(), claims.OrgID, cloudProvider, cloudAccountId,
+	)
+
+	if apiErr != nil {
+		RespondError(w, apiErr, nil)
 		return
 	}
-
-	render.Success(w, http.StatusOK, resp)
+	aH.Respond(w, resp)
 }

-func (aH *APIHandler) CloudIntegrationsGetServiceDetails(w http.ResponseWriter, r *http.Request) {
+func (aH *APIHandler) CloudIntegrationsGetServiceDetails(
+	w http.ResponseWriter, r *http.Request,
+) {
 	claims, err := authtypes.ClaimsFromContext(r.Context())
 	if err != nil {
 		render.Error(w, err)
@@ -3771,14 +3726,7 @@ func (aH *APIHandler) CloudIntegrationsGetServiceDetails(w http.ResponseWriter,
 		return
 	}

-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
+	cloudProvider := mux.Vars(r)["cloudProvider"]
 	serviceId := mux.Vars(r)["serviceId"]

 	var cloudAccountId *string
@@ -3788,59 +3736,270 @@ func (aH *APIHandler) CloudIntegrationsGetServiceDetails(w http.ResponseWriter,
 		cloudAccountId = &cloudAccountIdQP
 	}

-	resp, err := aH.cloudIntegrationsRegistry[cloudProvider].GetServiceDetails(r.Context(), &integrationstypes.GetServiceDetailsReq{
-		OrgID:          orgID,
-		ServiceId:      serviceId,
-		CloudAccountID: cloudAccountId,
-	})
-	if err != nil {
-		render.Error(w, err)
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
 		return
 	}

-	render.Success(w, http.StatusOK, resp)
-	return
-}
-
-func (aH *APIHandler) CloudIntegrationsUpdateServiceConfig(w http.ResponseWriter, r *http.Request) {
-	cloudProviderString := mux.Vars(r)["cloudProvider"]
-
-	cloudProvider, err := integrationstypes.NewCloudProvider(cloudProviderString)
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
-	serviceId := mux.Vars(r)["serviceId"]
-
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-
-	reqBody, err := io.ReadAll(r.Body)
-	if err != nil {
-		render.Error(w, errors.WrapInternalf(err,
-			errors.CodeInternal,
-			"failed to read update service config request body",
-		))
-		return
-	}
-
-	result, err := aH.cloudIntegrationsRegistry[cloudProvider].UpdateServiceConfig(
-		r.Context(), &integrationstypes.PatchableServiceConfig{
-			OrgID:     claims.OrgID,
-			ServiceId: serviceId,
-			Config:    reqBody,
-		},
+	resp, err := aH.CloudIntegrationsController.GetServiceDetails(
+		r.Context(), claims.OrgID, cloudProvider, serviceId, cloudAccountId,
 	)
 	if err != nil {
 		render.Error(w, err)
 		return
 	}

-	render.Success(w, http.StatusOK, result)
+	// Add connection status for the 2 signals.
+	if cloudAccountId != nil {
+		connStatus, apiErr := aH.calculateCloudIntegrationServiceConnectionStatus(
+			r.Context(), orgID, cloudProvider, *cloudAccountId, resp,
+		)
+		if apiErr != nil {
+			RespondError(w, apiErr, nil)
+			return
+		}
+		resp.ConnectionStatus = connStatus
+	}
+
+	aH.Respond(w, resp)
+}
+
+func (aH *APIHandler) calculateCloudIntegrationServiceConnectionStatus(
+	ctx context.Context,
+	orgID valuer.UUID,
+	cloudProvider string,
+	cloudAccountId string,
+	svcDetails *cloudintegrations.ServiceDetails,
+) (*cloudintegrations.ServiceConnectionStatus, *model.ApiError) {
+	if cloudProvider != "aws" {
+		// TODO(Raj): Make connection check generic for all providers in a follow up change
+		return nil, model.BadRequest(
+			fmt.Errorf("unsupported cloud provider: %s", cloudProvider),
+		)
+	}
+
+	telemetryCollectionStrategy := svcDetails.Strategy
+	if telemetryCollectionStrategy == nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"service doesn't have telemetry collection strategy: %s", svcDetails.Id,
+		))
+	}
+
+	result := &cloudintegrations.ServiceConnectionStatus{}
+	errors := []*model.ApiError{}
+	var resultLock sync.Mutex
+
+	var wg sync.WaitGroup
+
+	// Calculate metrics connection status
+	if telemetryCollectionStrategy.AWSMetrics != nil {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+
+			metricsConnStatus, apiErr := aH.calculateAWSIntegrationSvcMetricsConnectionStatus(
+				ctx, cloudAccountId, telemetryCollectionStrategy.AWSMetrics, svcDetails.DataCollected.Metrics,
+			)
+
+			resultLock.Lock()
+			defer resultLock.Unlock()
+
+			if apiErr != nil {
+				errors = append(errors, apiErr)
+			} else {
+				result.Metrics = metricsConnStatus
+			}
+		}()
+	}
+
+	// Calculate logs connection status
+	if telemetryCollectionStrategy.AWSLogs != nil {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+
+			logsConnStatus, apiErr := aH.calculateAWSIntegrationSvcLogsConnectionStatus(
+				ctx, orgID, cloudAccountId, telemetryCollectionStrategy.AWSLogs,
+			)
+
+			resultLock.Lock()
+			defer resultLock.Unlock()
+
+			if apiErr != nil {
+				errors = append(errors, apiErr)
+			} else {
+				result.Logs = logsConnStatus
+			}
+		}()
+	}
+
+	wg.Wait()
+
+	if len(errors) > 0 {
+		return nil, errors[0]
+	}
+
+	return result, nil
+
+}
+func (aH *APIHandler) calculateAWSIntegrationSvcMetricsConnectionStatus(
+	ctx context.Context,
+	cloudAccountId string,
+	strategy *services.AWSMetricsStrategy,
+	metricsCollectedBySvc []services.CollectedMetric,
+) (*cloudintegrations.SignalConnectionStatus, *model.ApiError) {
+	if strategy == nil || len(strategy.StreamFilters) < 1 {
+		return nil, nil
+	}
+
+	expectedLabelValues := map[string]string{
+		"cloud_provider":   "aws",
+		"cloud_account_id": cloudAccountId,
+	}
+
+	metricsNamespace := strategy.StreamFilters[0].Namespace
+	metricsNamespaceParts := strings.Split(metricsNamespace, "/")
+
+	if len(metricsNamespaceParts) >= 2 {
+		expectedLabelValues["service_namespace"] = metricsNamespaceParts[0]
+		expectedLabelValues["service_name"] = metricsNamespaceParts[1]
+	} else {
+		// metrics for single word namespaces like "CWAgent" do not
+		// have the service_namespace label populated
+		expectedLabelValues["service_name"] = metricsNamespaceParts[0]
+	}
+
+	metricNamesCollectedBySvc := []string{}
+	for _, cm := range metricsCollectedBySvc {
+		metricNamesCollectedBySvc = append(metricNamesCollectedBySvc, cm.Name)
+	}
+
+	statusForLastReceivedMetric, apiErr := aH.reader.GetLatestReceivedMetric(
+		ctx, metricNamesCollectedBySvc, expectedLabelValues,
+	)
+	if apiErr != nil {
+		return nil, apiErr
+	}
+
+	if statusForLastReceivedMetric != nil {
+		return &cloudintegrations.SignalConnectionStatus{
+			LastReceivedTsMillis: statusForLastReceivedMetric.LastReceivedTsMillis,
+			LastReceivedFrom:     "signoz-aws-integration",
+		}, nil
+	}
+
+	return nil, nil
+}
+
+func (aH *APIHandler) calculateAWSIntegrationSvcLogsConnectionStatus(
+	ctx context.Context,
+	orgID valuer.UUID,
+	cloudAccountId string,
+	strategy *services.AWSLogsStrategy,
+) (*cloudintegrations.SignalConnectionStatus, *model.ApiError) {
+	if strategy == nil || len(strategy.Subscriptions) < 1 {
+		return nil, nil
+	}
+
+	logGroupNamePrefix := strategy.Subscriptions[0].LogGroupNamePrefix
+	if len(logGroupNamePrefix) < 1 {
+		return nil, nil
+	}
+
+	logsConnTestFilter := &v3.FilterSet{
+		Operator: "AND",
+		Items: []v3.FilterItem{
+			{
+				Key: v3.AttributeKey{
+					Key:      "cloud.account.id",
+					DataType: v3.AttributeKeyDataTypeString,
+					Type:     v3.AttributeKeyTypeResource,
+				},
+				Operator: "=",
+				Value:    cloudAccountId,
+			},
+			{
+				Key: v3.AttributeKey{
+					Key:      "aws.cloudwatch.log_group_name",
+					DataType: v3.AttributeKeyDataTypeString,
+					Type:     v3.AttributeKeyTypeResource,
+				},
+				Operator: "like",
+				Value:    logGroupNamePrefix + "%",
+			},
+		},
+	}
+
+	// TODO(Raj): Receive this as a param from UI in the future.
+	lookbackSeconds := int64(30 * 60)
+
+	qrParams := &v3.QueryRangeParamsV3{
+		Start: time.Now().UnixMilli() - (lookbackSeconds * 1000),
+		End:   time.Now().UnixMilli(),
+		CompositeQuery: &v3.CompositeQuery{
+			PanelType: v3.PanelTypeList,
+			QueryType: v3.QueryTypeBuilder,
+			BuilderQueries: map[string]*v3.BuilderQuery{
+				"A": {
+					PageSize:          1,
+					Filters:           logsConnTestFilter,
+					QueryName:         "A",
+					DataSource:        v3.DataSourceLogs,
+					Expression:        "A",
+					AggregateOperator: v3.AggregateOperatorNoOp,
+				},
+			},
+		},
+	}
+	queryRes, _, err := aH.querier.QueryRange(
+		ctx, orgID, qrParams,
+	)
+	if err != nil {
+		return nil, model.InternalError(fmt.Errorf(
+			"could not query for integration connection status: %w", err,
+		))
+	}
+	if len(queryRes) > 0 && queryRes[0].List != nil && len(queryRes[0].List) > 0 {
+		lastLog := queryRes[0].List[0]
+
+		return &cloudintegrations.SignalConnectionStatus{
+			LastReceivedTsMillis: lastLog.Timestamp.UnixMilli(),
+			LastReceivedFrom:     "signoz-aws-integration",
+		}, nil
+	}
+
+	return nil, nil
+}
+
+func (aH *APIHandler) CloudIntegrationsUpdateServiceConfig(
+	w http.ResponseWriter, r *http.Request,
+) {
+	cloudProvider := mux.Vars(r)["cloudProvider"]
+	serviceId := mux.Vars(r)["serviceId"]
+
+	req := cloudintegrations.UpdateServiceConfigRequest{}
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		RespondError(w, model.BadRequest(err), nil)
+		return
+	}
+
+	claims, errv2 := authtypes.ClaimsFromContext(r.Context())
+	if errv2 != nil {
+		render.Error(w, errv2)
+		return
+	}
+
+	result, err := aH.CloudIntegrationsController.UpdateServiceConfig(
+		r.Context(), claims.OrgID, cloudProvider, serviceId, &req,
+	)
+
+	if err != nil {
+		render.Error(w, err)
+		return
+	}
+
+	aH.Respond(w, result)
 }

 // logs
--- a/pkg/query-service/app/integrations/manager.go
+++ b/pkg/query-service/app/integrations/manager.go
@@ -11,7 +11,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/types/pipelinetypes"
 	ruletypes "github.com/SigNoz/signoz/pkg/types/ruletypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -108,7 +107,7 @@ type IntegrationsListItem struct {

 type Integration struct {
 	IntegrationDetails
-	Installation *integrationstypes.InstalledIntegration `json:"installation"`
+	Installation *types.InstalledIntegration `json:"installation"`
 }

 type Manager struct {
@@ -224,7 +223,7 @@ func (m *Manager) InstallIntegration(
 	ctx context.Context,
 	orgId string,
 	integrationId string,
-	config integrationstypes.InstalledIntegrationConfig,
+	config types.InstalledIntegrationConfig,
 ) (*IntegrationsListItem, *model.ApiError) {
 	integrationDetails, apiErr := m.getIntegrationDetails(ctx, integrationId)
 	if apiErr != nil {
@@ -430,7 +429,7 @@ func (m *Manager) getInstalledIntegration(
 	ctx context.Context,
 	orgId string,
 	integrationId string,
-) (*integrationstypes.InstalledIntegration, *model.ApiError) {
+) (*types.InstalledIntegration, *model.ApiError) {
 	iis, apiErr := m.installedIntegrationsRepo.get(
 		ctx, orgId, []string{integrationId},
 	)
@@ -458,7 +457,7 @@ func (m *Manager) getInstalledIntegrations(
 		return nil, apiErr
 	}

-	installedTypes := utils.MapSlice(installations, func(i integrationstypes.InstalledIntegration) string {
+	installedTypes := utils.MapSlice(installations, func(i types.InstalledIntegration) string {
 		return i.Type
 	})
 	integrationDetails, apiErr := m.availableIntegrationsRepo.get(ctx, installedTypes)
--- a/pkg/query-service/app/integrations/repo.go
+++ b/pkg/query-service/app/integrations/repo.go
@@ -4,22 +4,22 @@ import (
 	"context"

 	"github.com/SigNoz/signoz/pkg/query-service/model"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
+	"github.com/SigNoz/signoz/pkg/types"
 )

 type InstalledIntegrationsRepo interface {
-	list(ctx context.Context, orgId string) ([]integrationstypes.InstalledIntegration, *model.ApiError)
+	list(ctx context.Context, orgId string) ([]types.InstalledIntegration, *model.ApiError)

 	get(
 		ctx context.Context, orgId string, integrationTypes []string,
-	) (map[string]integrationstypes.InstalledIntegration, *model.ApiError)
+	) (map[string]types.InstalledIntegration, *model.ApiError)

 	upsert(
 		ctx context.Context,
 		orgId string,
 		integrationType string,
-		config integrationstypes.InstalledIntegrationConfig,
-	) (*integrationstypes.InstalledIntegration, *model.ApiError)
+		config types.InstalledIntegrationConfig,
+	) (*types.InstalledIntegration, *model.ApiError)

 	delete(ctx context.Context, orgId string, integrationType string) *model.ApiError
 }
--- a/pkg/query-service/app/integrations/sqlite_repo.go
+++ b/pkg/query-service/app/integrations/sqlite_repo.go
@@ -7,7 +7,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/query-service/model"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/integrationstypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/uptrace/bun"
 )
@@ -27,8 +26,8 @@ func NewInstalledIntegrationsSqliteRepo(store sqlstore.SQLStore) (
 func (r *InstalledIntegrationsSqliteRepo) list(
 	ctx context.Context,
 	orgId string,
-) ([]integrationstypes.InstalledIntegration, *model.ApiError) {
-	integrations := []integrationstypes.InstalledIntegration{}
+) ([]types.InstalledIntegration, *model.ApiError) {
+	integrations := []types.InstalledIntegration{}

 	err := r.store.BunDB().NewSelect().
 		Model(&integrations).
@@ -45,8 +44,8 @@ func (r *InstalledIntegrationsSqliteRepo) list(

 func (r *InstalledIntegrationsSqliteRepo) get(
 	ctx context.Context, orgId string, integrationTypes []string,
-) (map[string]integrationstypes.InstalledIntegration, *model.ApiError) {
-	integrations := []integrationstypes.InstalledIntegration{}
+) (map[string]types.InstalledIntegration, *model.ApiError) {
+	integrations := []types.InstalledIntegration{}

 	typeValues := []interface{}{}
 	for _, integrationType := range integrationTypes {
@@ -63,7 +62,7 @@ func (r *InstalledIntegrationsSqliteRepo) get(
 		))
 	}

-	result := map[string]integrationstypes.InstalledIntegration{}
+	result := map[string]types.InstalledIntegration{}
 	for _, ii := range integrations {
 		result[ii.Type] = ii
 	}
@@ -75,10 +74,10 @@ func (r *InstalledIntegrationsSqliteRepo) upsert(
 	ctx context.Context,
 	orgId string,
 	integrationType string,
-	config integrationstypes.InstalledIntegrationConfig,
-) (*integrationstypes.InstalledIntegration, *model.ApiError) {
+	config types.InstalledIntegrationConfig,
+) (*types.InstalledIntegration, *model.ApiError) {

-	integration := integrationstypes.InstalledIntegration{
+	integration := types.InstalledIntegration{
 		Identifiable: types.Identifiable{
 			ID: valuer.GenerateUUID(),
 		},
@@ -115,7 +114,7 @@ func (r *InstalledIntegrationsSqliteRepo) delete(
 	ctx context.Context, orgId string, integrationType string,
 ) *model.ApiError {
 	_, dbErr := r.store.BunDB().NewDelete().
-		Model(&integrationstypes.InstalledIntegration{}).
+		Model(&types.InstalledIntegration{}).
 		Where("type = ?", integrationType).
 		Where("org_id = ?", orgId).
 		Exec(ctx)
--- a/pkg/query-service/app/server.go
+++ b/pkg/query-service/app/server.go
@@ -26,6 +26,7 @@ import (
 	querierAPI "github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
 	"github.com/SigNoz/signoz/pkg/query-service/app/clickhouseReader"
+	"github.com/SigNoz/signoz/pkg/query-service/app/cloudintegrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/integrations"
 	"github.com/SigNoz/signoz/pkg/query-service/app/logparsingpipeline"
 	"github.com/SigNoz/signoz/pkg/query-service/app/opamp"
@@ -70,6 +71,11 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		return nil, err
 	}

+	cloudIntegrationsController, err := cloudintegrations.NewController(signoz.SQLStore)
+	if err != nil {
+		return nil, err
+	}
+
 	cacheForTraceDetail, err := memorycache.New(context.TODO(), signoz.Instrumentation.ToProviderSettings(), cache.Config{
 		Provider: "memory",
 		Memory: cache.Memory{
@@ -121,6 +127,7 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		Reader:                        reader,
 		RuleManager:                   rm,
 		IntegrationsController:        integrationsController,
+		CloudIntegrationsController:   cloudIntegrationsController,
 		LogsParsingPipelineController: logParsingPipelineController,
 		FluxInterval:                  config.Querier.FluxInterval,
 		AlertmanagerAPI:               alertmanager.NewAPI(signoz.Alertmanager),
@@ -128,7 +135,6 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		Signoz:                        signoz,
 		QuerierAPI:                    querierAPI.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.Querier, signoz.Analytics),
 		QueryParserAPI:                queryparser.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.QueryParser),
-		Logger:                        signoz.Instrumentation.Logger(),
 	})
 	if err != nil {
 		return nil, err
--- a/pkg/telemetrymetadata/metadata.go
+++ b/pkg/telemetrymetadata/metadata.go
@@ -1597,12 +1597,12 @@ func (t *telemetryMetaStore) GetAllValues(ctx context.Context, fieldValueSelecto
 	return values, complete, nil
 }

-func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
 	if metricName == "" {
 		return metrictypes.Unknown, errors.Newf(errors.TypeInternal, errors.CodeInternal, "metric name cannot be empty")
 	}

-	temporalityMap, err := t.FetchTemporalityMulti(ctx, metricName)
+	temporalityMap, err := t.FetchTemporalityMulti(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricName)
 	if err != nil {
 		return metrictypes.Unknown, err
 	}
@@ -1615,13 +1615,13 @@ func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, metricName st
 	return temporality, nil
 }

-func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	if len(metricNames) == 0 {
 		return make(map[string]metrictypes.Temporality), nil
 	}

 	result := make(map[string]metrictypes.Temporality)
-	metricsTemporality, err := t.fetchMetricsTemporality(ctx, metricNames...)
+	metricsTemporality, err := t.fetchMetricsTemporality(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
 	if err != nil {
 		return nil, err
 	}
@@ -1630,8 +1630,12 @@ func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNa

 	// For metrics not found in the database, set to Unknown
 	for _, metricName := range metricNames {
-		if temporality, exists := metricsTemporality[metricName]; exists {
-			result[metricName] = temporality
+		if temporality, exists := metricsTemporality[metricName]; exists && len(temporality) > 0 {
+			if len(temporality) > 1 {
+				result[metricName] = metrictypes.Multiple
+			} else {
+				result[metricName] = temporality[0]
+			}
 			continue
 		}
 		if temporality, exists := meterMetricsTemporality[metricName]; exists {
@@ -1644,8 +1648,10 @@ func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNa
 	return result, nil
 }

-func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
-	result := make(map[string]metrictypes.Temporality)
+func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string][]metrictypes.Temporality, error) {
+	result := make(map[string][]metrictypes.Temporality)
+
+	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, nil)

 	// Build query to fetch temporality for all metrics
 	// We use attr_string_value where attr_name = '__temporality__'
@@ -1653,14 +1659,18 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metric
 	// and metric_name column contains temporality value, so we use the correct mapping
 	sb := sqlbuilder.Select(
 		"metric_name",
-		"argMax(temporality, last_reported_unix_milli) as temporality",
-	).From(t.metricsDBName + "." + t.metricsFieldsTblName)
+		"temporality",
+	).
+		From(t.metricsDBName + "." + tsTableName)

 	// Filter by metric names (in the temporality column due to data mix-up)
-	sb.Where(sb.In("metric_name", metricNames))
+	sb.Where(
+		sb.In("metric_name", metricNames),
+		sb.GTE("unix_milli", adjustedStartTs),
+		sb.LT("unix_milli", adjustedEndTs),
+	)

-	// Group by metric name to get one temporality per metric
-	sb.GroupBy("metric_name")
+	sb.GroupBy("metric_name", "temporality")

 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

@@ -1692,8 +1702,12 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metric
 			// Unknown or empty temporality
 			temporality = metrictypes.Unknown
 		}
-
-		result[metricName] = temporality
+		if temporality != metrictypes.Unknown {
+			result[metricName] = append(result[metricName], temporality)
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "error iterating over metrics temporality rows")
 	}

 	return result, nil
--- a/pkg/telemetrymetrics/statement_builder.go
+++ b/pkg/telemetrymetrics/statement_builder.go
@@ -21,6 +21,10 @@ const (
 	RateWithoutNegative     = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
 	IncreaseWithoutNegative = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value, ((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`

+	RateWithoutNegativeMultiTemporality     = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, IF((%s - lagInFrame(%s, 1, 0) OVER rate_window) < 0, %s / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (%s - lagInFrame(%s, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))) AS per_series_value`
+	IncreaseWithoutNegativeMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, IF((%s - lagInFrame(%s, 1, 0) OVER rate_window) < 0, %s, ((%s - lagInFrame(%s, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))) AS per_series_value`
+	OthersMultiTemporality                  = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, %s) AS per_series_value`
+
 	RateWithInterpolation = `
 		CASE 
 			WHEN row_number() OVER rate_window = 1 THEN 
@@ -377,7 +381,7 @@ func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 		sb.LTE("unix_milli", end),
 	)

-	if query.Aggregations[0].Temporality != metrictypes.Unknown {
+	if query.Aggregations[0].Temporality != metrictypes.Multiple && query.Aggregations[0].Temporality != metrictypes.Unknown {
 		sb.Where(sb.ILike("temporality", query.Aggregations[0].Temporality.StringValue()))
 	}

@@ -407,8 +411,10 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggregationCTE(
 ) (string, []any, error) {
 	if query.Aggregations[0].Temporality == metrictypes.Delta {
 		return b.buildTemporalAggDelta(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
+	} else if query.Aggregations[0].Temporality != metrictypes.Multiple {
+		return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 	}
-	return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
+	return b.buildTemporalAggForMultipleTemporalities(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 }

 func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
@@ -528,6 +534,58 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 }

+// because RateInterpolation is not enabled anywhere due to some gaps in the logic wrt cache handling, it hasn't been considered for the multi temporality
+func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
+	_ context.Context,
+	start, end uint64,
+	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
+	timeSeriesCTE string,
+	timeSeriesCTEArgs []any,
+) (string, []any, error) {
+	stepSec := int64(query.StepInterval.Seconds())
+	sb := sqlbuilder.NewSelectBuilder()
+
+	sb.SelectMore(fmt.Sprintf(
+		"toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(%d)) AS ts",
+		stepSec,
+	))
+	for _, g := range query.GroupBy {
+		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
+	}
+
+	aggForDeltaTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Delta, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggForCumulativeTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
+		aggForDeltaTemporality = fmt.Sprintf("%s/%d", aggForDeltaTemporality, stepSec)
+	}
+
+	switch query.Aggregations[0].TimeAggregation {
+	case metrictypes.TimeAggregationRate:
+		rateExpr := fmt.Sprintf(RateWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, aggForCumulativeTemporality, aggForCumulativeTemporality, start)
+		sb.SelectMore(rateExpr)
+	case metrictypes.TimeAggregationIncrease:
+		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, start)
+		sb.SelectMore(increaseExpr)
+	default:
+		expr := fmt.Sprintf(OthersMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality)
+		sb.SelectMore(expr)
+	}
+
+	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
+	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
+	sb.Where(
+		sb.In("metric_name", query.Aggregations[0].MetricName),
+		sb.GTE("unix_milli", start),
+		sb.LT("unix_milli", end),
+	)
+	sb.GroupBy("fingerprint", "ts", "temporality")
+	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
+	queryWithoutWindow, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse, timeSeriesCTEArgs...)
+	queryWithWindowAndOrder := queryWithoutWindow + " WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint ASC, ts ASC) ORDER BY ts"
+	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", queryWithWindowAndOrder), args, nil
+}
+
 func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ context.Context,
 	_ uint64,
--- a/pkg/types/integration.go
+++ b/pkg/types/integration.go
@@ -0,0 +1,247 @@
+package types
+
+import (
+	"database/sql/driver"
+	"encoding/json"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/uptrace/bun"
+)
+
+type IntegrationUserEmail string
+
+const (
+	AWSIntegrationUserEmail IntegrationUserEmail = "aws-integration@signoz.io"
+)
+
+var AllIntegrationUserEmails = []IntegrationUserEmail{
+	AWSIntegrationUserEmail,
+}
+
+// --------------------------------------------------------------------------
+// Normal integration uses just the installed_integration table
+// --------------------------------------------------------------------------
+
+type InstalledIntegration struct {
+	bun.BaseModel `bun:"table:installed_integration"`
+
+	Identifiable
+	Type        string                     `json:"type" bun:"type,type:text,unique:org_id_type"`
+	Config      InstalledIntegrationConfig `json:"config" bun:"config,type:text"`
+	InstalledAt time.Time                  `json:"installed_at" bun:"installed_at,default:current_timestamp"`
+	OrgID       string                     `json:"org_id" bun:"org_id,type:text,unique:org_id_type,references:organizations(id),on_delete:cascade"`
+}
+
+type InstalledIntegrationConfig map[string]interface{}
+
+// For serializing from db
+func (c *InstalledIntegrationConfig) Scan(src interface{}) error {
+	var data []byte
+	switch v := src.(type) {
+	case []byte:
+		data = v
+	case string:
+		data = []byte(v)
+	default:
+		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
+	}
+
+	return json.Unmarshal(data, c)
+}
+
+// For serializing to db
+func (c *InstalledIntegrationConfig) Value() (driver.Value, error) {
+	filterSetJson, err := json.Marshal(c)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "could not serialize integration config to JSON")
+	}
+	return filterSetJson, nil
+}
+
+// --------------------------------------------------------------------------
+// Cloud integration uses the cloud_integration table
+// and cloud_integrations_service table
+// --------------------------------------------------------------------------
+
+type CloudIntegration struct {
+	bun.BaseModel `bun:"table:cloud_integration"`
+
+	Identifiable
+	TimeAuditable
+	Provider        string         `json:"provider" bun:"provider,type:text,unique:provider_id"`
+	Config          *AccountConfig `json:"config" bun:"config,type:text"`
+	AccountID       *string        `json:"account_id" bun:"account_id,type:text"`
+	LastAgentReport *AgentReport   `json:"last_agent_report" bun:"last_agent_report,type:text"`
+	RemovedAt       *time.Time     `json:"removed_at" bun:"removed_at,type:timestamp,nullzero"`
+	OrgID           string         `bun:"org_id,type:text,unique:provider_id"`
+}
+
+func (a *CloudIntegration) Status() AccountStatus {
+	status := AccountStatus{}
+	if a.LastAgentReport != nil {
+		lastHeartbeat := a.LastAgentReport.TimestampMillis
+		status.Integration.LastHeartbeatTsMillis = &lastHeartbeat
+	}
+	return status
+}
+
+func (a *CloudIntegration) Account() Account {
+	ca := Account{Id: a.ID.StringValue(), Status: a.Status()}
+
+	if a.AccountID != nil {
+		ca.CloudAccountId = *a.AccountID
+	}
+
+	if a.Config != nil {
+		ca.Config = *a.Config
+	} else {
+		ca.Config = DefaultAccountConfig()
+	}
+	return ca
+}
+
+type Account struct {
+	Id             string        `json:"id"`
+	CloudAccountId string        `json:"cloud_account_id"`
+	Config         AccountConfig `json:"config"`
+	Status         AccountStatus `json:"status"`
+}
+
+type AccountStatus struct {
+	Integration AccountIntegrationStatus `json:"integration"`
+}
+
+type AccountIntegrationStatus struct {
+	LastHeartbeatTsMillis *int64 `json:"last_heartbeat_ts_ms"`
+}
+
+func DefaultAccountConfig() AccountConfig {
+	return AccountConfig{
+		EnabledRegions: []string{},
+	}
+}
+
+type AccountConfig struct {
+	EnabledRegions []string `json:"regions"`
+}
+
+// For serializing from db
+func (c *AccountConfig) Scan(src any) error {
+	var data []byte
+	switch v := src.(type) {
+	case []byte:
+		data = v
+	case string:
+		data = []byte(v)
+	default:
+		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
+	}
+
+	return json.Unmarshal(data, c)
+}
+
+// For serializing to db
+func (c *AccountConfig) Value() (driver.Value, error) {
+	if c == nil {
+		return nil, errors.NewInternalf(errors.CodeInternal, "cloud account config is nil")
+	}
+
+	serialized, err := json.Marshal(c)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't serialize cloud account config to JSON")
+	}
+	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
+	return string(serialized), nil
+}
+
+type AgentReport struct {
+	TimestampMillis int64          `json:"timestamp_millis"`
+	Data            map[string]any `json:"data"`
+}
+
+// For serializing from db
+func (r *AgentReport) Scan(src any) error {
+	var data []byte
+	switch v := src.(type) {
+	case []byte:
+		data = v
+	case string:
+		data = []byte(v)
+	default:
+		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
+	}
+
+	return json.Unmarshal(data, r)
+}
+
+// For serializing to db
+func (r *AgentReport) Value() (driver.Value, error) {
+	if r == nil {
+		return nil, errors.NewInternalf(errors.CodeInternal, "agent report is nil")
+	}
+
+	serialized, err := json.Marshal(r)
+	if err != nil {
+		return nil, errors.WrapInternalf(
+			err, errors.CodeInternal, "couldn't serialize agent report to JSON",
+		)
+	}
+	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
+	return string(serialized), nil
+}
+
+type CloudIntegrationService struct {
+	bun.BaseModel `bun:"table:cloud_integration_service,alias:cis"`
+
+	Identifiable
+	TimeAuditable
+	Type               string             `bun:"type,type:text,notnull,unique:cloud_integration_id_type"`
+	Config             CloudServiceConfig `bun:"config,type:text"`
+	CloudIntegrationID string             `bun:"cloud_integration_id,type:text,notnull,unique:cloud_integration_id_type,references:cloud_integrations(id),on_delete:cascade"`
+}
+
+type CloudServiceLogsConfig struct {
+	Enabled   bool                `json:"enabled"`
+	S3Buckets map[string][]string `json:"s3_buckets,omitempty"`
+}
+
+type CloudServiceMetricsConfig struct {
+	Enabled bool `json:"enabled"`
+}
+
+type CloudServiceConfig struct {
+	Logs    *CloudServiceLogsConfig    `json:"logs,omitempty"`
+	Metrics *CloudServiceMetricsConfig `json:"metrics,omitempty"`
+}
+
+// For serializing from db
+func (c *CloudServiceConfig) Scan(src any) error {
+	var data []byte
+	switch src := src.(type) {
+	case []byte:
+		data = src
+	case string:
+		data = []byte(src)
+	default:
+		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
+	}
+
+	return json.Unmarshal(data, c)
+}
+
+// For serializing to db
+func (c *CloudServiceConfig) Value() (driver.Value, error) {
+	if c == nil {
+		return nil, errors.NewInternalf(errors.CodeInternal, "cloud service config is nil")
+	}
+
+	serialized, err := json.Marshal(c)
+	if err != nil {
+		return nil, errors.WrapInternalf(
+			err, errors.CodeInternal, "couldn't serialize cloud service config to JSON",
+		)
+	}
+	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
+	return string(serialized), nil
+}
--- a/pkg/types/integrationstypes/cloudintegration.go
+++ b/pkg/types/integrationstypes/cloudintegration.go
@@ -1,464 +0,0 @@
-package integrationstypes
-
-import (
-	"context"
-	"database/sql/driver"
-	"encoding/json"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/uptrace/bun"
-)
-
-// CloudProvider defines the interface to be implemented by different cloud providers.
-// This is generic interface so it will be accepting and returning generic types instead of concrete.
-// It's the cloud provider's responsibility to cast them to appropriate types and validate
-type CloudProvider interface {
-	GetName() CloudProviderType
-
-	AgentCheckIn(ctx context.Context, req *PostableAgentCheckInPayload) (any, error)
-	GenerateConnectionArtifact(ctx context.Context, req *PostableConnectionArtifact) (any, error)
-	GetAccountStatus(ctx context.Context, orgID, accountID string) (*GettableAccountStatus, error)
-
-	ListServices(ctx context.Context, orgID string, accountID *string) (any, error) // returns either GettableAWSServices
-	GetServiceDetails(ctx context.Context, req *GetServiceDetailsReq) (any, error)
-	ListConnectedAccounts(ctx context.Context, orgID string) (*GettableConnectedAccountsList, error)
-	GetDashboard(ctx context.Context, req *GettableDashboard) (*dashboardtypes.Dashboard, error)
-	GetAvailableDashboards(ctx context.Context, orgID valuer.UUID) ([]*dashboardtypes.Dashboard, error)
-
-	UpdateAccountConfig(ctx context.Context, req *PatchableAccountConfig) (any, error) // req can be either PatchableAWSAccountConfig
-	UpdateServiceConfig(ctx context.Context, req *PatchableServiceConfig) (any, error)
-
-	DisconnectAccount(ctx context.Context, orgID, accountID string) (*CloudIntegration, error)
-}
-
-type GettableDashboard struct {
-	ID    string
-	OrgID valuer.UUID
-}
-
-type GettableCloudIntegrationConnectionParams struct {
-	IngestionUrl string `json:"ingestion_url,omitempty"`
-	IngestionKey string `json:"ingestion_key,omitempty"`
-	SigNozAPIUrl string `json:"signoz_api_url,omitempty"`
-	SigNozAPIKey string `json:"signoz_api_key,omitempty"`
-}
-
-type GettableIngestionKey struct {
-	Name  string `json:"name"`
-	Value string `json:"value"`
-	// other attributes from gateway response not included here since they are not being used.
-}
-
-type GettableIngestionKeysSearch struct {
-	Status string                 `json:"status"`
-	Data   []GettableIngestionKey `json:"data"`
-	Error  string                 `json:"error"`
-}
-
-type GettableCreateIngestionKey struct {
-	Status string               `json:"status"`
-	Data   GettableIngestionKey `json:"data"`
-	Error  string               `json:"error"`
-}
-
-type GettableDeployment struct {
-	Name        string `json:"name"`
-	ClusterInfo struct {
-		Region struct {
-			DNS string `json:"dns"`
-		} `json:"region"`
-	} `json:"cluster"`
-}
-
-type GettableConnectedAccountsList struct {
-	Accounts []*Account `json:"accounts"`
-}
-
-// SigNozAWSAgentConfig represents requirements for agent deployment in user's AWS account
-type SigNozAWSAgentConfig struct {
-	// The region in which SigNoz agent should be installed.
-	Region string `json:"region"`
-
-	IngestionUrl string `json:"ingestion_url"`
-	IngestionKey string `json:"ingestion_key"`
-	SigNozAPIUrl string `json:"signoz_api_url"`
-	SigNozAPIKey string `json:"signoz_api_key"`
-
-	Version string `json:"version,omitempty"`
-}
-
-type PostableConnectionArtifact struct {
-	OrgID string
-	Data  []byte // either PostableAWSConnectionUrl
-}
-
-type PostableAWSConnectionUrl struct {
-	// Optional. To be specified for updates.
-	// TODO: evaluate and remove if not needed.
-	AccountId     *string               `json:"account_id,omitempty"`
-	AccountConfig *AWSAccountConfig     `json:"account_config"`
-	AgentConfig   *SigNozAWSAgentConfig `json:"agent_config"`
-}
-
-func (p *PostableAWSConnectionUrl) Unmarshal(src any) error {
-	var data []byte
-	switch src := src.(type) {
-	case []byte:
-		data = src
-	case string:
-		data = []byte(src)
-	default:
-		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
-	}
-
-	err := json.Unmarshal(data, p)
-	if err != nil {
-		return errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't deserialize aws connection url request from JSON",
-		)
-	}
-
-	return nil
-}
-
-type GettableAWSConnectionUrl struct {
-	AccountId     string `json:"account_id"`
-	ConnectionUrl string `json:"connection_url"`
-}
-
-type GettableAccountStatus struct {
-	Id             string        `json:"id"`
-	CloudAccountId *string       `json:"cloud_account_id,omitempty"`
-	Status         AccountStatus `json:"status"`
-}
-
-type PostableAgentCheckInPayload struct {
-	ID        string `json:"account_id"`
-	AccountID string `json:"cloud_account_id"`
-	// Arbitrary cloud specific Agent data
-	Data  map[string]any `json:"data,omitempty"`
-	OrgID string         `json:"-"`
-}
-
-type GettableAWSAgentCheckIn struct {
-	AccountId      string     `json:"account_id"`
-	CloudAccountId string     `json:"cloud_account_id"`
-	RemovedAt      *time.Time `json:"removed_at"`
-
-	IntegrationConfig AWSAgentIntegrationConfig `json:"integration_config"`
-}
-
-type AWSAgentIntegrationConfig struct {
-	EnabledRegions              []string               `json:"enabled_regions"`
-	TelemetryCollectionStrategy *AWSCollectionStrategy `json:"telemetry,omitempty"`
-}
-
-type PatchableServiceConfig struct {
-	OrgID     string `json:"org_id"`
-	ServiceId string `json:"service_id"`
-	Config    []byte `json:"config"` // json serialized config
-}
-
-type PatchableAWSCloudServiceConfig struct {
-	CloudAccountId string                 `json:"cloud_account_id"`
-	Config         *AWSCloudServiceConfig `json:"config"`
-}
-
-type AWSCloudServiceConfig struct {
-	Logs    *AWSCloudServiceLogsConfig    `json:"logs,omitempty"`
-	Metrics *AWSCloudServiceMetricsConfig `json:"metrics,omitempty"`
-}
-
-// Unmarshal unmarshalls data from src
-func (c *PatchableAWSCloudServiceConfig) Unmarshal(src []byte) error {
-	err := json.Unmarshal(src, c)
-	if err != nil {
-		return errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't deserialize aws service config req from JSON",
-		)
-	}
-
-	return nil
-}
-
-// Marshal serializes data to bytes
-func (c *PatchableAWSCloudServiceConfig) Marshal() ([]byte, error) {
-	serialized, err := json.Marshal(c)
-	if err != nil {
-		return nil, errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't serialize aws service config req to JSON",
-		)
-	}
-	return serialized, nil
-}
-
-// Unmarshal unmarshalls data from src
-func (a *AWSCloudServiceConfig) Unmarshal(src []byte) error {
-	err := json.Unmarshal(src, a)
-	if err != nil {
-		return errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't deserialize cloud service config from JSON",
-		)
-	}
-
-	return nil
-}
-
-// Marshal serializes data to bytes
-func (a *AWSCloudServiceConfig) Marshal() ([]byte, error) {
-	serialized, err := json.Marshal(a)
-	if err != nil {
-		return nil, errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't serialize cloud service config to JSON",
-		)
-	}
-	return serialized, nil
-}
-
-func (a *AWSCloudServiceConfig) Validate(def *AWSServiceDefinition) error {
-	if def.Id != S3Sync && a.Logs != nil && a.Logs.S3Buckets != nil {
-		return errors.NewInvalidInputf(errors.CodeInvalidInput, "s3 buckets can only be added to service-type[%s]", S3Sync)
-	} else if def.Id == S3Sync && a.Logs != nil && a.Logs.S3Buckets != nil {
-		for region := range a.Logs.S3Buckets {
-			if _, found := ValidAWSRegions[region]; !found {
-				return errors.NewInvalidInputf(CodeInvalidCloudRegion, "invalid cloud region: %s", region)
-			}
-		}
-	}
-
-	return nil
-}
-
-type PatchServiceConfigResponse struct {
-	ServiceId string `json:"id"`
-	Config    any    `json:"config"`
-}
-
-type PatchableAccountConfig struct {
-	OrgID     string
-	AccountId string
-	Data      []byte // can be either AWSAccountConfig
-}
-
-type PatchableAWSAccountConfig struct {
-	Config *AWSAccountConfig `json:"config"`
-}
-
-func (p *PatchableAWSAccountConfig) Unmarshal(src []byte) error {
-	err := json.Unmarshal(src, p)
-	if err != nil {
-		return errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't deserialize patchable account config from JSON",
-		)
-	}
-
-	return nil
-}
-
-func (p *PatchableAWSAccountConfig) Marshal() ([]byte, error) {
-	if p == nil {
-		return nil, errors.NewInternalf(errors.CodeInternal, "patchable account config is nil")
-	}
-
-	serialized, err := json.Marshal(p)
-	if err != nil {
-		return nil, errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't serialize patchable account config to JSON",
-		)
-	}
-	return serialized, nil
-}
-
-type AWSAccountConfig struct {
-	EnabledRegions []string `json:"regions"`
-}
-
-// Unmarshal unmarshalls data from src
-func (c *AWSAccountConfig) Unmarshal(src []byte) error {
-	err := json.Unmarshal(src, c)
-	if err != nil {
-		return errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't deserialize AWS account config from JSON",
-		)
-	}
-
-	return nil
-}
-
-// Marshal serializes data to bytes
-func (c *AWSAccountConfig) Marshal() ([]byte, error) {
-	if c == nil {
-		return nil, errors.NewInternalf(errors.CodeInternal, "cloud account config is nil")
-	}
-
-	serialized, err := json.Marshal(c)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't serialize cloud account config to JSON")
-	}
-	return serialized, nil
-}
-
-type GettableAWSServices struct {
-	Services []AWSServiceSummary `json:"services"`
-}
-
-type GetServiceDetailsReq struct {
-	OrgID          valuer.UUID
-	ServiceId      string
-	CloudAccountID *string
-}
-
-// --------------------------------------------------------------------------
-// DATABASE TYPES
-// --------------------------------------------------------------------------
-
-// --------------------------------------------------------------------------
-// Cloud integration uses the cloud_integration table
-// and cloud_integrations_service table
-// --------------------------------------------------------------------------
-
-type CloudIntegration struct {
-	bun.BaseModel `bun:"table:cloud_integration"`
-
-	types.Identifiable
-	types.TimeAuditable
-	Provider        string       `json:"provider" bun:"provider,type:text,unique:provider_id"`
-	Config          []byte       `json:"config" bun:"config,type:text"` // json serialized config
-	AccountID       *string      `json:"account_id" bun:"account_id,type:text"`
-	LastAgentReport *AgentReport `json:"last_agent_report" bun:"last_agent_report,type:text"`
-	RemovedAt       *time.Time   `json:"removed_at" bun:"removed_at,type:timestamp,nullzero"`
-	OrgID           string       `bun:"org_id,type:text,unique:provider_id"`
-}
-
-func (a *CloudIntegration) Status() AccountStatus {
-	status := AccountStatus{}
-	if a.LastAgentReport != nil {
-		lastHeartbeat := a.LastAgentReport.TimestampMillis
-		status.Integration.LastHeartbeatTsMillis = &lastHeartbeat
-	}
-	return status
-}
-
-func (a *CloudIntegration) Account(cloudProvider CloudProviderType) *Account {
-	ca := &Account{Id: a.ID.StringValue(), Status: a.Status()}
-
-	if a.AccountID != nil {
-		ca.CloudAccountId = *a.AccountID
-	}
-
-	ca.Config = map[string]interface{}{}
-
-	if len(a.Config) < 1 {
-		return ca
-	}
-
-	switch cloudProvider {
-	case CloudProviderAWS:
-		config := new(AWSAccountConfig)
-		_ = config.Unmarshal(a.Config)
-		ca.Config = config
-	default:
-	}
-
-	return ca
-}
-
-type Account struct {
-	Id             string        `json:"id"`
-	CloudAccountId string        `json:"cloud_account_id"`
-	Config         any           `json:"config"` // AWSAccountConfig
-	Status         AccountStatus `json:"status"`
-}
-
-type AccountStatus struct {
-	Integration AccountIntegrationStatus `json:"integration"`
-}
-
-type AccountIntegrationStatus struct {
-	LastHeartbeatTsMillis *int64 `json:"last_heartbeat_ts_ms"`
-}
-
-func DefaultAWSAccountConfig() AWSAccountConfig {
-	return AWSAccountConfig{
-		EnabledRegions: []string{},
-	}
-}
-
-type AWSServiceSummary struct {
-	DefinitionMetadata
-	Config *AWSCloudServiceConfig `json:"config"`
-}
-
-type GettableAWSServiceDetails struct {
-	AWSServiceDefinition
-	Config           *AWSCloudServiceConfig   `json:"config"`
-	ConnectionStatus *ServiceConnectionStatus `json:"status,omitempty"`
-}
-
-type ServiceConnectionStatus struct {
-	Logs    *SignalConnectionStatus `json:"logs"`
-	Metrics *SignalConnectionStatus `json:"metrics"`
-}
-
-type SignalConnectionStatus struct {
-	LastReceivedTsMillis int64  `json:"last_received_ts_ms"` // epoch milliseconds
-	LastReceivedFrom     string `json:"last_received_from"`  // resource identifier
-}
-
-type AgentReport struct {
-	TimestampMillis int64          `json:"timestamp_millis"`
-	Data            map[string]any `json:"data"`
-}
-
-// Scan scans data from db
-func (r *AgentReport) Scan(src any) error {
-	var data []byte
-	switch v := src.(type) {
-	case []byte:
-		data = v
-	case string:
-		data = []byte(v)
-	default:
-		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
-	}
-
-	return json.Unmarshal(data, r)
-}
-
-// Value serializes data to bytes for db insertion
-func (r *AgentReport) Value() (driver.Value, error) {
-	if r == nil {
-		return nil, errors.NewInternalf(errors.CodeInternal, "agent report is nil")
-	}
-
-	serialized, err := json.Marshal(r)
-	if err != nil {
-		return nil, errors.WrapInternalf(
-			err, errors.CodeInternal, "couldn't serialize agent report to JSON",
-		)
-	}
-	return serialized, nil
-}
-
-type CloudIntegrationService struct {
-	bun.BaseModel `bun:"table:cloud_integration_service,alias:cis"`
-
-	types.Identifiable
-	types.TimeAuditable
-	Type               string `bun:"type,type:text,notnull,unique:cloud_integration_id_type"`
-	Config             []byte `bun:"config,type:text"` // json serialized config
-	CloudIntegrationID string `bun:"cloud_integration_id,type:text,notnull,unique:cloud_integration_id_type,references:cloud_integrations(id),on_delete:cascade"`
-}
-
-type AWSCloudServiceLogsConfig struct {
-	Enabled   bool                `json:"enabled"`
-	S3Buckets map[string][]string `json:"s3_buckets,omitempty"`
-}
-
-type AWSCloudServiceMetricsConfig struct {
-	Enabled bool `json:"enabled"`
-}
--- a/pkg/types/integrationstypes/cloudservicedefinitions.go
+++ b/pkg/types/integrationstypes/cloudservicedefinitions.go
@@ -1,183 +0,0 @@
-package integrationstypes
-
-import (
-	"fmt"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-const (
-	S3Sync = "s3sync"
-)
-
-type DefinitionMetadata struct {
-	Id    string `json:"id"`
-	Title string `json:"title"`
-	Icon  string `json:"icon"`
-}
-
-type Definition interface {
-	GetId() string
-	Validate() error
-	PopulateDashboardURLs(svcId string)
-}
-
-var _ Definition = &AWSServiceDefinition{}
-
-type AWSServiceDefinition struct {
-	DefinitionMetadata
-	Overview             string                 `json:"overview"` // markdown
-	Assets               Assets                 `json:"assets"`
-	SupportedSignals     SupportedSignals       `json:"supported_signals"`
-	DataCollected        DataCollected          `json:"data_collected"`
-	Strategy             *AWSCollectionStrategy `json:"telemetry_collection_strategy"`
-	IngestionStatusCheck *IngestionStatusCheck  `json:"ingestion_status_check"`
-}
-
-type IngestionStatusCheck struct {
-	Metrics []*IngestionStatusCheckCategory `json:"metrics"`
-	Logs    []*IngestionStatusCheckCategory `json:"logs"`
-}
-
-type IngestionStatusCheckCategory struct {
-	Category    string                           `json:"category"`
-	DisplayName string                           `json:"display_name"`
-	Checks      []*IngestionStatusCheckAttribute `json:"checks"`
-}
-
-type IngestionStatusCheckAttribute struct {
-	Key        string                                 `json:"key"` // search key (metric name or log message)
-	Attributes []*IngestionStatusCheckAttributeFilter `json:"attributes"`
-}
-
-type IngestionStatusCheckAttributeFilter struct {
-	Name     string `json:"name"`
-	Operator string `json:"operator"`
-	Value    string `json:"value"`
-}
-
-func (def *AWSServiceDefinition) GetId() string {
-	return def.Id
-}
-
-func (def *AWSServiceDefinition) Validate() error {
-	seenDashboardIds := map[string]interface{}{}
-
-	if def.Strategy == nil {
-		return errors.NewInternalf(errors.CodeInternal, "telemetry_collection_strategy is required")
-	}
-
-	for _, dd := range def.Assets.Dashboards {
-		if _, seen := seenDashboardIds[dd.Id]; seen {
-			return errors.NewInternalf(errors.CodeInternal, "multiple dashboards found with id %s for AWS Integration", dd.Id)
-		}
-		seenDashboardIds[dd.Id] = nil
-	}
-
-	return nil
-}
-
-func (def *AWSServiceDefinition) PopulateDashboardURLs(serviceId string) {
-	for i := range def.Assets.Dashboards {
-		dashboardId := def.Assets.Dashboards[i].Id
-		url := "/dashboard/" + GetCloudIntegrationDashboardID(CloudProviderAWS, serviceId, dashboardId)
-		def.Assets.Dashboards[i].Url = url
-	}
-}
-
-type Assets struct {
-	Dashboards []Dashboard `json:"dashboards"`
-}
-
-type SupportedSignals struct {
-	Logs    bool `json:"logs"`
-	Metrics bool `json:"metrics"`
-}
-
-type DataCollected struct {
-	Logs    []CollectedLogAttribute `json:"logs"`
-	Metrics []CollectedMetric       `json:"metrics"`
-}
-
-type CollectedLogAttribute struct {
-	Name string `json:"name"`
-	Path string `json:"path"`
-	Type string `json:"type"`
-}
-
-type CollectedMetric struct {
-	Name        string `json:"name"`
-	Type        string `json:"type"`
-	Unit        string `json:"unit"`
-	Description string `json:"description"`
-}
-
-type AWSCollectionStrategy struct {
-	Provider valuer.String `json:"provider"`
-
-	AWSMetrics *AWSMetricsStrategy `json:"aws_metrics,omitempty"`
-	AWSLogs    *AWSLogsStrategy    `json:"aws_logs,omitempty"`
-	S3Buckets  map[string][]string `json:"s3_buckets,omitempty"` // Only available in S3 Sync Service Type
-}
-
-type AWSMetricsStrategy struct {
-	// to be used as https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cloudwatch-metricstream.html#cfn-cloudwatch-metricstream-includefilters
-	StreamFilters []struct {
-		// json tags here are in the shape expected by AWS API as detailed at
-		// https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cloudwatch-metricstream-metricstreamfilter.html
-		Namespace   string   `json:"Namespace"`
-		MetricNames []string `json:"MetricNames,omitempty"`
-	} `json:"cloudwatch_metric_stream_filters"`
-}
-
-type AWSLogsStrategy struct {
-	Subscriptions []struct {
-		// subscribe to all logs groups with specified prefix.
-		// eg: `/aws/rds/`
-		LogGroupNamePrefix string `json:"log_group_name_prefix"`
-
-		// https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/FilterAndPatternSyntax.html
-		// "" implies no filtering is required.
-		FilterPattern string `json:"filter_pattern"`
-	} `json:"cloudwatch_logs_subscriptions"`
-}
-
-type Dashboard struct {
-	Id          string                                `json:"id"`
-	Url         string                                `json:"url"`
-	Title       string                                `json:"title"`
-	Description string                                `json:"description"`
-	Image       string                                `json:"image"`
-	Definition  *dashboardtypes.StorableDashboardData `json:"definition,omitempty"`
-}
-
-func GetCloudIntegrationDashboardID(cloudProvider valuer.String, svcId, dashboardId string) string {
-	return fmt.Sprintf("cloud-integration--%s--%s--%s", cloudProvider, svcId, dashboardId)
-}
-
-func GetDashboardsFromAssets(svcId string, cloudProvider CloudProviderType, createdAt *time.Time, assets Assets) []*dashboardtypes.Dashboard {
-	dashboards := make([]*dashboardtypes.Dashboard, 0)
-
-	for _, d := range assets.Dashboards {
-		author := fmt.Sprintf("%s-integration", cloudProvider)
-		dashboards = append(dashboards, &dashboardtypes.Dashboard{
-			ID:     GetCloudIntegrationDashboardID(cloudProvider, svcId, d.Id),
-			Locked: true,
-			Data:   *d.Definition,
-			TimeAuditable: types.TimeAuditable{
-				CreatedAt: *createdAt,
-				UpdatedAt: *createdAt,
-			},
-			UserAuditable: types.UserAuditable{
-				CreatedBy: author,
-				UpdatedBy: author,
-			},
-		})
-	}
-
-	return dashboards
-}
--- a/pkg/types/integrationstypes/integration.go
+++ b/pkg/types/integrationstypes/integration.go
@@ -1,106 +0,0 @@
-package integrationstypes
-
-import (
-	"database/sql/driver"
-	"encoding/json"
-	"strings"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/uptrace/bun"
-)
-
-// CloudProviderType type alias
-type CloudProviderType = valuer.String
-
-var (
-	CloudProviderAWS = valuer.NewString("aws")
-)
-
-var (
-	CodeCloudProviderInvalidInput = errors.MustNewCode("invalid_cloud_provider")
-)
-
-func NewCloudProvider(provider string) (CloudProviderType, error) {
-	switch provider {
-	case CloudProviderAWS.String():
-		return valuer.NewString(provider), nil
-	default:
-		return CloudProviderType{}, errors.NewInvalidInputf(CodeCloudProviderInvalidInput, "invalid cloud provider: %s", provider)
-	}
-}
-
-var (
-	AWSIntegrationUserEmail = valuer.MustNewEmail("aws-integration@signoz.io")
-)
-
-var IntegrationUserEmails = []valuer.Email{
-	AWSIntegrationUserEmail,
-}
-
-func IsCloudIntegrationDashboardUuid(dashboardUuid string) bool {
-	parts := strings.SplitN(dashboardUuid, "--", 4)
-	if len(parts) != 4 {
-		return false
-	}
-
-	return parts[0] == "cloud-integration"
-}
-
-func GetCloudProviderFromDashboardID(dashboardUuid string) (CloudProviderType, error) {
-	parts := strings.SplitN(dashboardUuid, "--", 4)
-	if len(parts) != 4 {
-		return valuer.String{}, errors.NewInvalidInputf(CodeCloudProviderInvalidInput, "invalid dashboard uuid: %s", dashboardUuid)
-	}
-
-	providerStr := parts[1]
-
-	cloudProvider, err := NewCloudProvider(providerStr)
-	if err != nil {
-		return CloudProviderType{}, err
-	}
-
-	return cloudProvider, nil
-}
-
-// --------------------------------------------------------------------------
-// Normal integration uses just the installed_integration table
-// --------------------------------------------------------------------------
-
-type InstalledIntegration struct {
-	bun.BaseModel `bun:"table:installed_integration"`
-
-	types.Identifiable
-	Type        string                     `json:"type" bun:"type,type:text,unique:org_id_type"`
-	Config      InstalledIntegrationConfig `json:"config" bun:"config,type:text"`
-	InstalledAt time.Time                  `json:"installed_at" bun:"installed_at,default:current_timestamp"`
-	OrgID       string                     `json:"org_id" bun:"org_id,type:text,unique:org_id_type,references:organizations(id),on_delete:cascade"`
-}
-
-type InstalledIntegrationConfig map[string]interface{}
-
-// Scan scans data from db
-func (c *InstalledIntegrationConfig) Scan(src interface{}) error {
-	var data []byte
-	switch v := src.(type) {
-	case []byte:
-		data = v
-	case string:
-		data = []byte(v)
-	default:
-		return errors.NewInternalf(errors.CodeInternal, "tried to scan from %T instead of string or bytes", src)
-	}
-
-	return json.Unmarshal(data, c)
-}
-
-// Value serializes data to db
-func (c *InstalledIntegrationConfig) Value() (driver.Value, error) {
-	filterSetJson, err := json.Marshal(c)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "could not serialize integration config to JSON")
-	}
-	return filterSetJson, nil
-}
--- a/pkg/types/metrictypes/metrictypes.go
+++ b/pkg/types/metrictypes/metrictypes.go
@@ -19,6 +19,7 @@ var (
 	Cumulative  = Temporality{valuer.NewString("cumulative")}
 	Unspecified = Temporality{valuer.NewString("unspecified")}
 	Unknown     = Temporality{valuer.NewString("")}
+	Multiple    = Temporality{valuer.NewString("__multiple__")}
 )

 func (t Temporality) Value() (driver.Value, error) {
--- a/pkg/types/telemetrytypes/store.go
+++ b/pkg/types/telemetrytypes/store.go
@@ -27,10 +27,10 @@ type MetadataStore interface {
 	GetAllValues(ctx context.Context, fieldValueSelector *FieldValueSelector) (*TelemetryFieldValues, bool, error)

 	// FetchTemporality fetches the temporality for metric
-	FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error)
+	FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error)

 	// FetchTemporalityMulti fetches the temporality for multiple metrics
-	FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error)
+	FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error)

 	// ListLogsJSONIndexes lists the JSON indexes for the logs table.
 	ListLogsJSONIndexes(ctx context.Context, filters ...string) (map[string][]schemamigrator.Index, error)
--- a/pkg/types/telemetrytypes/telemetrytypestest/metadata_store.go
+++ b/pkg/types/telemetrytypes/telemetrytypestest/metadata_store.go
@@ -265,7 +265,7 @@ func (m *MockMetadataStore) SetAllValues(lookupKey string, values *telemetrytype
 }

 // FetchTemporality fetches the temporality for a metric
-func (m *MockMetadataStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
 	if temporality, exists := m.TemporalityMap[metricName]; exists {
 		return temporality, nil
 	}
@@ -273,7 +273,7 @@ func (m *MockMetadataStore) FetchTemporality(ctx context.Context, metricName str
 }

 // FetchTemporalityMulti fetches the temporality for multiple metrics
-func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	result := make(map[string]metrictypes.Temporality)

 	for _, metricName := range metricNames {
--- a/tests/integration/conftest.py
+++ b/tests/integration/conftest.py
@@ -20,6 +20,7 @@ pytest_plugins = [
    "fixtures.idputils",
    "fixtures.notification_channel",
    "fixtures.alerts",
+    "fixtures.cloudintegrations",
 ]


--- a/tests/integration/fixtures/cloudintegrations.py
+++ b/tests/integration/fixtures/cloudintegrations.py
@@ -0,0 +1,88 @@
+"""Fixtures for cloud integration tests."""
+from typing import Callable, Optional
+from http import HTTPStatus
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.logger import setup_logger
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+
+logger = setup_logger(__name__)
+
+@pytest.fixture(scope="function")
+def create_cloud_integration_account(
+    request: pytest.FixtureRequest,
+    signoz: types.SigNoz,
+) -> Callable[[str, str], dict]:
+    created_account_id: Optional[str] = None
+    cloud_provider_used: Optional[str] = None
+
+    def _create(
+        admin_token: str,
+        cloud_provider: str = "aws",
+    ) -> dict:
+        nonlocal created_account_id, cloud_provider_used
+        endpoint = (
+            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+        )
+
+        request_payload = {
+            "account_config": {"regions": ["us-east-1"]},
+            "agent_config": {
+                "region": "us-east-1",
+                "ingestion_url": "https://ingest.test.signoz.cloud",
+                "ingestion_key": "test-ingestion-key-123456",
+                "signoz_api_url": "https://test-deployment.test.signoz.cloud",
+                "signoz_api_key": "test-api-key-789",
+                "version": "v0.0.8",
+            },
+        }
+
+        response = requests.post(
+            signoz.self.host_configs["8080"].get(endpoint),
+            headers={"Authorization": f"Bearer {admin_token}"},
+            json=request_payload,
+            timeout=10,
+        )
+
+        assert (
+            response.status_code == HTTPStatus.OK
+        ), f"Failed to create test account: {response.status_code}"
+
+        data = response.json().get("data", response.json())
+        created_account_id = data.get("account_id")
+        cloud_provider_used = cloud_provider
+
+        return data
+
+    def _disconnect(admin_token: str, cloud_provider: str) -> requests.Response:
+        assert created_account_id
+        disconnect_endpoint = (
+            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{created_account_id}/disconnect"
+        )
+        return requests.post(
+            signoz.self.host_configs["8080"].get(disconnect_endpoint),
+            headers={"Authorization": f"Bearer {admin_token}"},
+            timeout=10,
+        )
+
+    # Yield factory to the test
+    yield _create
+
+    # Post-test cleanup: generate admin token and disconnect the created account
+    if created_account_id and cloud_provider_used:
+        get_token = request.getfixturevalue("get_token")
+        try:
+            admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+            r = _disconnect(admin_token, cloud_provider_used)
+            if r.status_code != HTTPStatus.OK:
+                logger.info(
+                    "Disconnect cleanup returned %s for account %s",
+                    r.status_code,
+                    created_account_id,
+                )
+            logger.info("Cleaned up test account: %s", created_account_id)
+        except Exception as exc:  # pylint: disable=broad-except
+            logger.info("Post-test disconnect cleanup failed: %s", exc)
--- a/tests/integration/fixtures/cloudintegrationsutils.py
+++ b/tests/integration/fixtures/cloudintegrationsutils.py
@@ -0,0 +1,46 @@
+"""Fixtures for cloud integration tests."""
+from http import HTTPStatus
+
+import requests
+
+from fixtures import types
+from fixtures.logger import setup_logger
+
+logger = setup_logger(__name__)
+
+
+def simulate_agent_checkin(
+    signoz: types.SigNoz,
+    admin_token: str,
+    cloud_provider: str,
+    account_id: str,
+    cloud_account_id: str,
+) -> dict:
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/agent-check-in"
+
+    checkin_payload = {
+        "account_id": account_id,
+        "cloud_account_id": cloud_account_id,
+        "data": {},
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=checkin_payload,
+        timeout=10,
+    )
+
+    if response.status_code != HTTPStatus.OK:
+        logger.error(
+            "Agent check-in failed: %s, response: %s",
+            response.status_code,
+            response.text,
+        )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Agent check-in failed: {response.status_code}"
+
+    response_data = response.json()
+    return response_data.get("data", response_data)
--- a/tests/integration/fixtures/querier.py
+++ b/tests/integration/fixtures/querier.py
@@ -52,7 +52,7 @@ def build_builder_query(
    time_aggregation: str,
    space_aggregation: str,
    *,
-    temporality: str = "cumulative",
+    temporality: Optional[str] = None,
    step_interval: int = DEFAULT_STEP_INTERVAL,
    group_by: Optional[List[str]] = None,
    filter_expression: Optional[str] = None,
@@ -65,7 +65,6 @@ def build_builder_query(
        "aggregations": [
            {
                "metricName": metric_name,
-                "temporality": temporality,
                "timeAggregation": time_aggregation,
                "spaceAggregation": space_aggregation,
            }
@@ -73,6 +72,8 @@ def build_builder_query(
        "stepInterval": step_interval,
        "disabled": disabled,
    }
+    if temporality:
+        spec["aggregations"][0]["temporality"] = temporality

    if group_by:
        spec["groupBy"] = [
--- a/tests/integration/src/cloudintegrations/02_generate_connection_url.py
+++ b/tests/integration/src/cloudintegrations/02_generate_connection_url.py
@@ -0,0 +1,143 @@
+from http import HTTPStatus
+from typing import Callable
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+
+logger = setup_logger(__name__)
+
+
+def test_generate_connection_url(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test to generate connection URL for AWS CloudFormation stack deployment."""
+
+    # Get authentication token for admin user
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    cloud_provider = "aws"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+
+    # Prepare request payload
+    request_payload = {
+        "account_config": {"regions": ["us-east-1", "us-west-2"]},
+        "agent_config": {
+            "region": "us-east-1",
+            "ingestion_url": "https://ingest.test.signoz.cloud",
+            "ingestion_key": "test-ingestion-key-123456",
+            "signoz_api_url": "https://test-deployment.test.signoz.cloud",
+            "signoz_api_key": "test-api-key-789",
+            "version": "v0.0.8",
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=request_payload,
+        timeout=10,
+    )
+
+    # Assert successful response
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}: {response.text}"
+
+    # Parse response JSON
+    response_data = response.json()
+
+    # Assert response structure contains expected data
+    assert "data" in response_data, "Response should contain 'data' field"
+
+    # Assert required fields in the response data
+    expected_fields = ["account_id", "connection_url"]
+
+    for field in expected_fields:
+        assert (
+            field in response_data["data"]
+        ), f"Response data should contain '{field}' field"
+
+    data = response_data["data"]
+
+    # Assert account_id is a valid UUID format
+    assert (
+        len(data["account_id"]) > 0
+    ), "account_id should be a non-empty string (UUID)"
+
+    # Assert connection_url contains expected CloudFormation parameters
+    connection_url = data["connection_url"]
+
+    # Verify it's an AWS CloudFormation URL
+    assert (
+        "console.aws.amazon.com/cloudformation" in connection_url
+    ), "connection_url should be an AWS CloudFormation URL"
+
+    # Verify region is included
+    assert (
+        "region=us-east-1" in connection_url
+    ), "connection_url should contain the specified region"
+
+    # Verify required parameters are in the URL
+    required_params = [
+        "param_SigNozIntegrationAgentVersion=v0.0.8",
+        "param_SigNozApiUrl=https%3A%2F%2Ftest-deployment.test.signoz.cloud",
+        "param_SigNozApiKey=test-api-key-789",
+        "param_SigNozAccountId=",  # Will be a UUID
+        "param_IngestionUrl=https%3A%2F%2Fingest.test.signoz.cloud",
+        "param_IngestionKey=test-ingestion-key-123456",
+        "stackName=signoz-integration",
+        "templateURL=https%3A%2F%2Fsignoz-integrations.s3.us-east-1.amazonaws.com%2Faws-quickcreate-template-v0.0.8.json",
+    ]
+
+    for param in required_params:
+        assert (
+            param in connection_url
+        ), f"connection_url should contain parameter: {param}"
+
+
+def test_generate_connection_url_unsupported_provider(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test that unsupported cloud providers return an error."""
+    # Get authentication token for admin user
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    # Try with GCP (unsupported)
+    cloud_provider = "gcp"
+
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+
+    request_payload = {
+        "account_config": {"regions": ["us-central1"]},
+        "agent_config": {
+            "region": "us-central1",
+            "ingestion_url": "https://ingest.test.signoz.cloud",
+            "ingestion_key": "test-ingestion-key-123456",
+            "signoz_api_url": "https://test-deployment.test.signoz.cloud",
+            "signoz_api_key": "test-api-key-789",
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=request_payload,
+        timeout=10,
+    )
+
+    # Should return Bad Request for unsupported provider
+    assert (
+        response.status_code == HTTPStatus.BAD_REQUEST
+    ), f"Expected 400 for unsupported provider, got {response.status_code}"
+
+    response_data = response.json()
+    assert "error" in response_data, "Response should contain 'error' field"
+    assert (
+        "unsupported cloud provider" in response_data["error"].lower()
+    ), "Error message should indicate unsupported provider"
--- a/tests/integration/src/cloudintegrations/03_accounts.py
+++ b/tests/integration/src/cloudintegrations/03_accounts.py
@@ -0,0 +1,316 @@
+from http import HTTPStatus
+from typing import Callable
+import uuid
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+from fixtures.cloudintegrations import (
+    create_cloud_integration_account,
+)
+from fixtures.cloudintegrationsutils import simulate_agent_checkin
+
+logger = setup_logger(__name__)
+
+
+def test_list_connected_accounts_empty(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing connected accounts when there are none."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    cloud_provider = "aws"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "accounts" in data, "Response should contain 'accounts' field"
+    assert isinstance(data["accounts"], list), "Accounts should be a list"
+    assert len(data["accounts"]) == 0, "Accounts list should be empty when no accounts are connected"
+
+
+
+def test_list_connected_accounts_with_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test listing connected accounts after creating one."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Simulate agent check-in to mark as connected
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # List accounts
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "accounts" in data, "Response should contain 'accounts' field"
+    assert isinstance(data["accounts"], list), "Accounts should be a list"
+
+    # Find our account in the list (there may be leftover accounts from previous test runs)
+    account = next((a for a in data["accounts"] if a["id"] == account_id), None)
+    assert account is not None, f"Account {account_id} should be found in list"
+    assert account["id"] == account_id, "Account ID should match"
+    assert "config" in account, "Account should have config field"
+    assert "status" in account, "Account should have status field"
+
+
+
+def test_get_account_status(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test getting the status of a specific account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    # Create a test account (no check-in needed for status check)
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Get account status
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/status"
+    )
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "id" in data, "Response should contain 'id' field"
+    assert data["id"] == account_id, "Account ID should match"
+    assert "status" in data, "Response should contain 'status' field"
+    assert "integration" in data["status"], "Status should contain 'integration' field"
+
+
+def test_get_account_status_not_found(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test getting status for a non-existent account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    cloud_provider = "aws"
+    fake_account_id = "00000000-0000-0000-0000-000000000000"
+
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/status"
+    )
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404, got {response.status_code}"
+
+
+def test_update_account_config(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test updating account configuration."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Simulate agent check-in to mark as connected
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Update account configuration
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/config"
+    )
+
+    updated_config = {
+        "config": {"regions": ["us-east-1", "us-west-2", "eu-west-1"]}
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=updated_config,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "id" in data, "Response should contain 'id' field"
+    assert data["id"] == account_id, "Account ID should match"
+
+    # Verify the update by listing accounts
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+
+    list_response_data = list_response.json()
+    list_data = list_response_data.get("data", list_response_data)
+    account = next((a for a in list_data["accounts"] if a["id"] == account_id), None)
+    assert account is not None, "Account should be found in list"
+    assert "config" in account, "Account should have config"
+    assert "regions" in account["config"], "Config should have regions"
+    assert len(account["config"]["regions"]) == 3, "Should have 3 regions"
+    assert set(account["config"]["regions"]) == {
+        "us-east-1",
+        "us-west-2",
+        "eu-west-1",
+    }, "Regions should match updated config"
+
+
+
+def test_disconnect_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test disconnecting an account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Simulate agent check-in to mark as connected
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Disconnect the account
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/disconnect"
+    )
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    # Verify our specific account is no longer in the connected list
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_response_data = list_response.json()
+    list_data = list_response_data.get("data", list_response_data)
+
+    # Check that our specific account is not in the list
+    disconnected_account = next(
+        (a for a in list_data["accounts"] if a["id"] == account_id), None
+    )
+    assert disconnected_account is None, f"Account {account_id} should be removed from connected accounts"
+
+
+
+def test_disconnect_account_not_found(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test disconnecting a non-existent account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    fake_account_id = "00000000-0000-0000-0000-000000000000"
+
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/disconnect"
+    )
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404, got {response.status_code}"
+
+
+
+def test_list_accounts_unsupported_provider(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing accounts for an unsupported cloud provider."""
+
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "gcp"  # Unsupported provider
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.BAD_REQUEST
+    ), f"Expected 400, got {response.status_code}"
--- a/tests/integration/src/cloudintegrations/04_services.py
+++ b/tests/integration/src/cloudintegrations/04_services.py
@@ -0,0 +1,468 @@
+from http import HTTPStatus
+from typing import Callable
+import uuid
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+from fixtures.cloudintegrations import (
+    create_cloud_integration_account,
+)
+from fixtures.cloudintegrationsutils import simulate_agent_checkin
+
+logger = setup_logger(__name__)
+
+
+def test_list_services_without_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing available services without specifying an account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "services" in data, "Response should contain 'services' field"
+    assert isinstance(data["services"], list), "Services should be a list"
+    assert len(data["services"]) > 0, "Should have at least one service available"
+
+    # Verify service structure
+    service = data["services"][0]
+    assert "id" in service, "Service should have 'id' field"
+    assert "title" in service, "Service should have 'title' field"
+    assert "icon" in service, "Service should have 'icon' field"
+
+
+
+def test_list_services_with_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test listing services for a specific connected account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # List services for the account
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services?cloud_account_id={cloud_account_id}"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "services" in data, "Response should contain 'services' field"
+    assert isinstance(data["services"], list), "Services should be a list"
+    assert len(data["services"]) > 0, "Should have at least one service available"
+
+    # Services should include config field (may be null if not configured)
+    service = data["services"][0]
+    assert "id" in service, "Service should have 'id' field"
+    assert "title" in service, "Service should have 'title' field"
+    assert "icon" in service, "Service should have 'icon' field"
+
+
+
+def test_get_service_details_without_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test getting service details without specifying an account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    # First get the list of services to get a valid service ID
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    assert len(list_data["services"]) > 0, "Should have at least one service"
+    service_id = list_data["services"][0]["id"]
+
+    # Get service details
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify service details structure
+    assert "id" in data, "Service details should have 'id' field"
+    assert data["id"] == service_id, "Service ID should match requested ID"
+    assert "title" in data, "Service details should have 'title' field"
+    assert "overview" in data, "Service details should have 'overview' field"
+    # assert assets to had list of dashboards
+    assert "assets" in data, "Service details should have 'assets' field"
+    assert isinstance(data["assets"], dict), "Assets should be a dictionary"
+
+
+
+def test_get_service_details_with_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test getting service details for a specific connected account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Get list of services first
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    assert len(list_data["services"]) > 0, "Should have at least one service"
+    service_id = list_data["services"][0]["id"]
+
+    # Get service details with account
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}?cloud_account_id={cloud_account_id}"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify service details structure
+    assert "id" in data, "Service details should have 'id' field"
+    assert data["id"] == service_id, "Service ID should match requested ID"
+    assert "title" in data, "Service details should have 'title' field"
+    assert "overview" in data, "Service details should have 'overview' field"
+    assert "assets" in data, "Service details should have 'assets' field"
+    assert "config" in data, "Service details should have 'config' field"
+    assert "status" in data, "Config should have 'status' field"
+
+
+
+def test_get_service_details_invalid_service(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test getting details for a non-existent service."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    fake_service_id = "non-existent-service"
+
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404, got {response.status_code}"
+
+
+
+def test_list_services_unsupported_provider(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing services for an unsupported cloud provider."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "gcp"  # Unsupported provider
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.BAD_REQUEST
+    ), f"Expected 400, got {response.status_code}"
+
+
+
+def test_update_service_config(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test updating service configuration for a connected account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Get list of services to pick a valid service ID
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    assert len(list_data["services"]) > 0, "Should have at least one service"
+    service_id = list_data["services"][0]["id"]
+
+    # Update service configuration
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+
+    config_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+            "logs": {"enabled": True},
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=config_payload,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify response structure
+    assert "id" in data, "Response should contain 'id' field"
+    assert data["id"] == service_id, "Service ID should match"
+    assert "config" in data, "Response should contain 'config' field"
+    assert "metrics" in data["config"], "Config should contain 'metrics' field"
+    assert "logs" in data["config"], "Config should contain 'logs' field"
+
+
+
+def test_update_service_config_without_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test updating service config without a connected account should fail."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+
+    # Get a valid service ID
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    service_id = list_data["services"][0]["id"]
+
+    # Try to update config with non-existent account
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+
+    fake_cloud_account_id = str(uuid.uuid4())
+    config_payload = {
+        "cloud_account_id": fake_cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=config_payload,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.INTERNAL_SERVER_ERROR
+    ), f"Expected 500 for non-existent account, got {response.status_code}"
+
+
+
+def test_update_service_config_invalid_service(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test updating config for a non-existent service should fail."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Try to update config for invalid service
+    fake_service_id = "non-existent-service"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}/config"
+
+    config_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=config_payload,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404 for invalid service, got {response.status_code}"
+
+
+
+def test_update_service_config_disable_service(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test disabling a service by updating config with enabled=false."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Get a valid service
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    service_id = list_data["services"][0]["id"]
+
+    # First enable the service
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+
+    enable_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+        },
+    }
+
+    enable_response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=enable_payload,
+        timeout=10,
+    )
+
+    assert enable_response.status_code == HTTPStatus.OK, "Failed to enable service"
+
+    # Now disable the service
+    disable_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": False},
+            "logs": {"enabled": False},
+        },
+    }
+
+    disable_response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=disable_payload,
+        timeout=10,
+    )
+
+    assert (
+        disable_response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {disable_response.status_code}"
+
+    response_data = disable_response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify service is disabled
+    assert data["config"]["metrics"]["enabled"] is False, "Metrics should be disabled"
+    assert data["config"]["logs"]["enabled"] is False, "Logs should be disabled"
--- a/tests/integration/src/querier/07_metrics_multi_temporality.py
+++ b/tests/integration/src/querier/07_metrics_multi_temporality.py
@@ -0,0 +1,399 @@
+"""
+Look at the multi_temporality_counters_1h.jsonl file for the relevant data
+"""
+
+import os
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+import random
+from typing import Any, Callable, List
+import pytest
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+from fixtures.utils import get_testdata_file_path
+
+MULTI_TEMPORALITY_FILE = get_testdata_file_path("multi_temporality_counters_1h.jsonl")
+MULTI_TEMPORALITY_FILE_10h = get_testdata_file_path("multi_temporality_counters_10h.jsonl")
+MULTI_TEMPORALITY_FILE_24h = get_testdata_file_path("multi_temporality_counters_24h.jsonl")
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value_at_31st_minute, expected_value_at_32nd_minute, steady_value",
+    [
+        ("rate", 0.0167, 0.133, 0.0833),
+        ("increase", 2, 8, 5),
+    ],
+)
+def test_with_steady_values_and_reset(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value_at_31st_minute: float,
+    expected_value_at_32nd_minute: float,
+    steady_value: float
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_stale"
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+        filter_expression='endpoint = "/orders"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) >= 59
+    # the counter reset happened at 31st minute
+    assert (
+        result_values[30]["value"] == expected_value_at_31st_minute
+    )
+    assert (
+        result_values[31]["value"] == expected_value_at_32nd_minute
+    )
+    assert (
+        result_values[39]["value"] == steady_value
+    ) # 39th minute is when cumulative shifts to delta
+    count_of_steady_rate = sum(1 for v in result_values if v["value"] == steady_value)
+    assert (
+        count_of_steady_rate >= 56
+    )  # 59 - (1 reset + 1 high rate + 1 at the beginning)
+    # All rates should be non-negative (stale periods = 0 rate)
+    for v in result_values:
+        assert v["value"] >= 0, f"{time_aggregation} should not be negative: {v['value']}"
+
+@pytest.mark.parametrize(
+    "time_aggregation, stable_health_value, stable_products_value, stable_checkout_value, spike_checkout_value, stable_orders_value, spike_users_value",
+    [
+        ("rate", 0.167, 0.333, 0.0167, 0.833, 0.0833, 0.0167),
+        ("increase", 10, 20, 1, 50, 5, 1),
+    ],
+)
+def test_group_by_endpoint(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    stable_health_value: float,
+    stable_products_value: float,
+    stable_checkout_value: float,
+    spike_checkout_value: float,
+    stable_orders_value: float,
+    spike_users_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_groupby"
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+        group_by=["endpoint"],
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    all_series = get_all_series(data, "A")
+    # Should have 5 different endpoints
+    assert (
+        len(all_series) == 5
+    ), f"Expected 5 series for 5 endpoints, got {len(all_series)}"
+
+    # endpoint -> values
+    endpoint_values = {}
+    for series in all_series:
+        endpoint = series.get("labels", [{}])[0].get("value", "unknown")
+        values = sorted(series.get("values", []), key=lambda x: x["timestamp"])
+        endpoint_values[endpoint] = values
+
+    expected_endpoints = {"/products", "/health", "/checkout", "/orders", "/users"}
+    assert (
+        set(endpoint_values.keys()) == expected_endpoints
+    ), f"Expected endpoints {expected_endpoints}, got {set(endpoint_values.keys())}"
+
+    # at no point rate should be negative
+    for endpoint, values in endpoint_values.items():
+        for v in values:
+            assert (
+                v["value"] >= 0
+            ), f"Rate for {endpoint} should not be negative: {v['value']}"
+
+    # /health: 60 data points (t01-t60), steady +10/min
+    health_values = endpoint_values["/health"]
+    assert (
+        len(health_values) >= 58
+    ), f"Expected >= 58 values for /health, got {len(health_values)}"
+    count_steady_health = sum(1 for v in health_values if v["value"] == stable_health_value) 
+    assert (
+        count_steady_health >= 57
+    ), f"Expected >= 57 steady rate values ({stable_health_value}) for /health, got {count_steady_health}"
+    # all /health rates should be state except possibly first/last due to boundaries
+    for v in health_values[1:-1]:
+        assert v["value"] == stable_health_value, f"Expected /health rate {stable_health_value}, got {v['value']}"
+
+    # /products: 51 data points with 10-minute gap (t20-t29 missing), steady +20/min
+    products_values = endpoint_values["/products"]
+    assert (
+        len(products_values) >= 49
+    ), f"Expected >= 49 values for /products, got {len(products_values)}"
+    count_steady_products = sum(1 for v in products_values if v["value"] == stable_products_value)
+
+    # most values should be stable, some boundary values differ due to 10-min gap
+    assert (
+        count_steady_products >= 46
+    ), f"Expected >= 46 steady rate values ({stable_products_value}) for /products, got {count_steady_products}"
+
+    # check that non-stable values are due to gap averaging (should be lower)
+    gap_boundary_values = [v["value"] for v in products_values if v["value"] != stable_products_value]
+    for val in gap_boundary_values:
+        assert (
+            0 < val < stable_products_value
+        ), f"Gap boundary values should be between 0 and {stable_products_value}, got {val}"
+
+    # /checkout: 61 data points (t00-t60), +1/min normal, +50/min spike at t40-t44
+    checkout_values = endpoint_values["/checkout"]
+    assert (
+        len(checkout_values) >= 59
+    ), f"Expected >= 59 values for /checkout, got {len(checkout_values)}"
+    count_steady_checkout = sum(1 for v in checkout_values if v["value"] == stable_checkout_value)
+    assert (
+        count_steady_checkout >= 53
+    ), f"Expected >= 53 steady {time_aggregation} values ({stable_checkout_value}) for /checkout, got {count_steady_checkout}"
+    # check that spike values exist (traffic spike +50/min at t40-t44)
+    count_spike_checkout = sum(1 for v in checkout_values if v["value"] == spike_checkout_value)
+    assert (
+        count_spike_checkout >= 4
+    ), f"Expected >= 4 spike {time_aggregation} values ({spike_checkout_value}) for /checkout, got {count_spike_checkout}"
+
+    # spike values should be consecutive
+    spike_indices = [
+        i for i, v in enumerate(checkout_values) if v["value"] == spike_checkout_value
+    ]
+    assert len(spike_indices) >= 4, f"Expected >= 4 spike indices, got {spike_indices}"
+    # consecutiveness
+    for i in range(1, len(spike_indices)):
+        assert (
+            spike_indices[i] == spike_indices[i - 1] + 1
+        ), f"Spike indices should be consecutive, got {spike_indices}"
+
+    # /orders: 60 data points (t00-t60) with gap at t30, counter reset at t31 (150->2)
+    # reset at t31 causes: rate/increase at t30 includes gap (lower), t31 has high rate after reset
+    orders_values = endpoint_values["/orders"]
+    assert (
+        len(orders_values) >= 58
+    ), f"Expected >= 58 values for /orders, got {len(orders_values)}"
+    count_steady_orders = sum(1 for v in orders_values if v["value"] == stable_orders_value)
+    assert (
+        count_steady_orders >= 55
+    ), f"Expected >= 55 steady {time_aggregation} values ({stable_orders_value}) for /orders, got {count_steady_orders}"
+    # check for counter reset effects - there should be some non-standard values
+    non_standard_orders = [v["value"] for v in orders_values if v["value"] != stable_orders_value]
+    assert (
+        len(non_standard_orders) >= 2
+    ), f"Expected >= 2 non-standard values due to counter reset, got {non_standard_orders}"
+    # post-reset value should be higher (new counter value / interval)
+    high_rate_orders = [v for v in non_standard_orders if v > stable_orders_value]
+    assert (
+        len(high_rate_orders) >= 1
+    ), f"Expected at least one high {time_aggregation} value after counter reset, got {non_standard_orders}"
+
+    # /users: 56 data points (t05-t60), sparse +1 every 5 minutes
+    users_values = endpoint_values["/users"]
+    assert (
+        len(users_values) >= 54
+    ), f"Expected >= 54 values for /users, got {len(users_values)}"
+    count_zero_users = sum(1 for v in users_values if v["value"] == 0)
+    # most values should be 0 (flat periods between increments)
+    assert (
+        count_zero_users >= 40
+    ), f"Expected >= 40 zero {time_aggregation} values for /users (sparse data), got {count_zero_users}"
+    # non-zero values should be 0.0167 (1/60 increment rate)
+    non_zero_users = [v["value"] for v in users_values if v["value"] != 0]
+    count_increment_rate = sum(1 for v in non_zero_users if v == spike_users_value)
+    assert (
+        count_increment_rate >= 8
+    ), f"Expected >= 8 increment {time_aggregation} values ({spike_users_value}) for /users, got {count_increment_rate}"
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value_at_30th_minute, expected_value_at_31st_minute, value_at_switch",
+    [
+        ("rate", 0.183, 0.183, 0.25),
+        ("increase", 11, 12, 15),
+    ],
+)
+def test_for_service_with_switch(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value_at_30th_minute: float,
+    expected_value_at_31st_minute: float,
+    value_at_switch: float
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_count"
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+        filter_expression='service = "api"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) >= 60
+    assert (
+        result_values[30]["value"] == expected_value_at_30th_minute #0.183
+    ) 
+    assert (
+        result_values[31]["value"] == expected_value_at_31st_minute # 0.183
+    )
+    assert (
+        result_values[38]["value"] == value_at_switch # 0.25
+    ) 
+    assert (
+        result_values[39]["value"] == value_at_switch # 0.25
+    ) # 39th minute is when cumulative shifts to delta
+    # All rates should be non-negative (stale periods = 0 rate)
+    for v in result_values:
+        assert v["value"] >= 0, f"{time_aggregation} should not be negative: {v['value']}"
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value",
+    [
+        ("rate", 0.0122),
+        ("increase", 22),
+    ],
+)
+def test_for_week_long_time_range(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(days=7)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_" + hex(random.getrandbits(32))[2:]
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE_10h,
+        base_time=now - timedelta(minutes=600),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    # the zeroth value may not cover the whole time range
+    for value in result_values[1:]:
+        assert value["value"] == expected_value
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value",
+    [
+        ("rate", 0.0122),
+        ("increase", 110),
+    ],
+)
+def test_for_month_long_time_range(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(days=31)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_" + hex(random.getrandbits(32))[2:]
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE_24h,
+        base_time=now - timedelta(minutes=1441),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    ## the zeroth and last values may not cover the whole 9000 seconds
+    for value in result_values[1:-1]:
+        assert value["value"] == expected_value
--- a/tests/integration/testdata/multi_temporality_counters_10h.jsonl
+++ b/tests/integration/testdata/multi_temporality_counters_10h.jsonl
@@ -0,0 +1,84 @@
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T10:00:00+00:00","value":10,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T10:30:00+00:00","value":20,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T11:00:00+00:00","value":30,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T11:30:00+00:00","value":40,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Delta","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T12:00:00+00:00","value":10,"temporality":"Delta","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Delta","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T12:30:00+00:00","value":10,"temporality":"Delta","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Delta","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T13:00:00+00:00","value":10,"temporality":"Delta","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
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Author	SHA1	Message	Date
Abhi kumar	0d9154ca72	Merge branch 'main' into feat/bar-panel	2026-02-12 13:44:28 +05:30
swapnil-signoz	68ea28cf6b	test(cloudintegration): add tests for cloudintegrations (#10237 ) Some checks are pending build-staging / prepare (push) Waiting to run Details build-staging / js-build (push) Blocked by required conditions Details build-staging / go-build (push) Blocked by required conditions Details build-staging / staging (push) Blocked by required conditions Details Release Drafter / update_release_draft (push) Waiting to run Details * feat: adding tests for cloudintegration api * refactor: updating method * ci: updated logs * ci: fmt fixes * refactor: removing unused vars * refactor: updating test assertion * refactor: worked on review comments * fix: fixing tests * refactor: using yield * refactor: fixing lint issues * refactor: cleaning tests * refactor: review comments * refactor: removing unused imports * refactor: updating fixture name --------- Co-authored-by: Vikrant Gupta <vikrant@signoz.io>	2026-02-12 13:43:29 +05:30
Naman Verma	3726c0aac1	feat: add support for simultaneous delta and cumulative temporality (#10202 )	2026-02-12 06:36:07 +00:00
Abhi Kumar	55d095304d	chore: added support for bar alignment configuration	2026-02-11 19:10:53 +05:30
Abhi Kumar	3f467bfe9e	Merge branch 'main' of https://github.com/SigNoz/signoz into feat/bar-panel	2026-02-11 16:08:27 +05:30
Abhi kumar	eb8e1307e5	Merge branch 'chore/base-config-builder' into feat/bar-panel	2026-02-11 13:21:43 +05:30
Abhi kumar	304fcb1c10	Merge branch 'main' into chore/base-config-builder	2026-02-11 12:41:30 +05:30
Abhi Kumar	008d6b5f35	fix: added fix for pr review changes	2026-02-11 12:40:53 +05:30
Abhi kumar	eba011c2bb	Merge branch 'chore/base-config-builder' into feat/bar-panel	2026-02-10 23:04:16 +05:30
Abhi Kumar	6c0843595a	feat: added new barpanel component	2026-02-10 23:01:40 +05:30
Abhi kumar	703b221dfe	Merge branch 'main' into chore/base-config-builder	2026-02-10 22:28:27 +05:30
Abhi Kumar	9f13086214	chore: removed dayjs extention	2026-02-10 22:23:33 +05:30
Abhi kumar	20e58db10d	Merge branch 'main' into chore/base-config-builder	2026-02-10 16:54:27 +05:30
Abhi Kumar	974bfcd732	chore: added different tooltips	2026-02-10 16:53:49 +05:30
Abhi Kumar	e6d89465da	fix: pr review changes	2026-02-10 16:05:04 +05:30
Abhi Kumar	a634ae9b66	fix: pr review changes	2026-02-10 15:48:29 +05:30
Abhi Kumar	bb1f5ba29f	chore: tsc fix	2026-02-10 13:31:47 +05:30
Abhi Kumar	30b3a68154	Merge branch 'main' of https://github.com/SigNoz/signoz into chore/base-config-builder	2026-02-10 12:57:31 +05:30
Abhi Kumar	08aa8759ba	chore: added a common chart wrapper	2026-02-10 12:57:02 +05:30
Abhi Kumar	c941233723	chore: refactored the config builder and added base config builder	2026-02-09 21:34:08 +05:30