diff --git a/.github/workflows/ddn-test.yaml b/.github/workflows/ddn-test.yaml
index c988188..9d1e1b5 100644
--- a/.github/workflows/ddn-test.yaml
+++ b/.github/workflows/ddn-test.yaml
@@ -1,3 +1,9 @@
+name: Axiom auto-test + auto-deploy
+
+permissions:
+  contents: read
+  pull-requests: write
+
 on:
   pull_request:
     branches:
@@ -6,10 +12,83 @@ on:
 jobs:
   deploy:
     runs-on: ubuntu-latest
+    needs: test
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v4
+
+      - name: Set up DDN CLI and Login
+        uses: hasura/ddn-deployment@main
+        with:
+          hasura-pat: ${{ secrets.HASURA_PAT }}
+
+      - name: Install dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y jq
+
+      - name: Create .env.cloud.default
+        run: |
+          echo "${{ secrets.ENV_CLOUD_DEFAULT }}" > .env.cloud.default
+
+      - name: Detect Connector Changes
+        id: detect_changes
+        run: |
+          # Check if any changes occurred in the connector directories
+          if git diff --name-only ${{ github.sha }}~1 ${{ github.sha }} | grep -q 'connector/'; then
+            echo "connector_changes=true" >> $GITHUB_ENV
+          else
+            echo "connector_changes=false" >> $GITHUB_ENV
+          fi
+
+      - name: Build supergraph
+        run: |
+          calculatedSha=$(git rev-parse --short ${{ github.sha }})
+          if [ "${{ env.connector_changes }}" = "true" ]; then
+            echo "Building connectors..."
+            ddn supergraph build create \
+              --supergraph ./supergraph-with-mutations.yaml \
+              --context default \
+              --description "${calculatedSha} [PR-${{ github.event.pull_request.number }}] Test build for commit $GITHUB_SHA" \
+              --out=json > build_output.json
+          else
+            echo "Skipping connector build."
+            ddn supergraph build create --no-build-connectors \
+              --supergraph ./supergraph-with-mutations.yaml \
+              --context default \
+              --description "${calculatedSha} [PR-${{ github.event.pull_request.number }}] Test build for commit $GITHUB_SHA" \
+              --out=json > build_output.json
+          fi
+
+      - name: Extract URLs from JSON
+        id: extract_urls
+        run: |
+          BUILD_URL=$(jq -r '.build_url' build_output.json)
+          CONSOLE_URL=$(jq -r '.console_url' build_output.json)
+          echo "build_url=$BUILD_URL" >> $GITHUB_ENV
+          echo "console_url=$CONSOLE_URL" >> $GITHUB_ENV
+
+      - name: Add PR comment with build details
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const buildUrl = process.env.build_url;
+            const consoleUrl = process.env.console_url;
+            const prNumber = context.payload.pull_request.number;
+            const commitId = context.sha;
+            github.rest.issues.createComment({
+              issue_number: context.issue.number,
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              body: `Supergraph build was successful! 🎉\n\n**Build URL:** [${buildUrl}](${buildUrl})\n**Console URL:** [${consoleUrl}](${consoleUrl})\n**Commit ID:** ${commitId}`
+            })
+
+  test:
+    runs-on: ubuntu-latest
 
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
 
       - name: Set up DDN CLI and Login
         uses: hasura/ddn-deployment@main
@@ -46,6 +125,15 @@ jobs:
             --env-file .env \
             up --build --pull always -d
 
+      - name: Wait for GraphQL Service to Be Ready
+        run: |
+          echo "Waiting for GraphQL service to start..."
+          until curl -s http://localhost:3000/graphql -o /dev/null; do
+            echo "Service not ready, retrying in 5 seconds..."
+            sleep 5
+          done
+          echo "Service is up!"
+
       - name: Query DDN Endpoint and Validate Response
         run: |
           QUERY='{
diff --git a/.hasura/context.yaml b/.hasura/context.yaml
index b29b53f..8f60f1f 100644
--- a/.hasura/context.yaml
+++ b/.hasura/context.yaml
@@ -42,25 +42,34 @@ definition:
   scripts:
     docker-start:
       bash: echo "Please use a region specific command [docker-start-us-west|docker-start-us-east|docker-start-au|docker-start-eu|docker-start-sg|docker-start-local]"
-      powershell: echo "Please use a region specific command [docker-start-us-west|docker-start-us-east|docker-start-au|docker-start-eu|docker-start-sg|docker-start-local]"
+      powershell: Write-Output "Please use a region specific command [docker-start-us-west|docker-start-us-east|docker-start-au|docker-start-eu|docker-start-sg|docker-start-local]"
     build-local-s1:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-project-queries.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-project-queries.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-project-queries.yaml
     build-local-s2:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-domain.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-domain.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-domain.yaml
     build-local-s3:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph.yaml
     build-local-s4:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-with-mutations.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-with-mutations.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-with-mutations.yaml
     build-local-au-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.au --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.au --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.au --env-file .env --supergraph supergraph.yaml
     build-local-eu-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.eu --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.eu --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.eu --env-file .env --supergraph supergraph.yaml
     build-local-sg-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.sg --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.sg --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.sg --env-file .env --supergraph supergraph.yaml
     build-local-us-east-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.us-east --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.us-east --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.us-east --env-file .env --supergraph supergraph.yaml
     build-local-us-west-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.us-west --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.us-west --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.us-west --env-file .env --supergraph supergraph.yaml
     docker-start-local:
       bash: ddn run demo-telco ; HASURA_DDN_PAT=$(ddn auth print-pat) docker compose -f compose.yaml --env-file .env.local --env-file .env up --build --pull always -d
       powershell: $Env:HASURA_DDN_PAT = ddn auth print-pat; docker compose -f compose.yaml --env-file .env.local --env-file .env up --build --pull always -d
@@ -81,9 +90,13 @@ definition:
       powershell: $Env:HASURA_DDN_PAT = ddn auth print-pat; docker compose -f compose.yaml --env-file .env.cloud.us-west --env-file .env up --build --pull always -d
     docker-stop:
       bash: docker compose -f compose.yaml down -v ; docker compose -f .data/compose.yaml down -v
+      powershell: docker compose -f compose.yaml down -v; docker compose -f .data/compose.yaml down -v
     demo-telco:
       bash: DATASET=telco docker compose -f .data/compose.yaml --env-file .data/.env up --build --pull always -d
+      powershell: $Env:DATASET = "telco"; docker compose -f .data/compose.yaml --env-file .data/.env up --build --pull always -d
     demo-healthcare:
       bash: echo "not yet implemented"
+      powershell: Write-Output "not yet implemented"
     demo-banking:
       bash: echo "not yet implemented"
+      powershell: Write-Output "not yet implemented"
diff --git a/.hasura/context.yaml.template b/.hasura/context.yaml.template
index 576305b..8f60f1f 100644
--- a/.hasura/context.yaml.template
+++ b/.hasura/context.yaml.template
@@ -42,28 +42,37 @@ definition:
   scripts:
     docker-start:
       bash: echo "Please use a region specific command [docker-start-us-west|docker-start-us-east|docker-start-au|docker-start-eu|docker-start-sg|docker-start-local]"
-      powershell: echo "Please use a region specific command [docker-start-us-west|docker-start-us-east|docker-start-au|docker-start-eu|docker-start-sg|docker-start-local]"
+      powershell: Write-Output "Please use a region specific command [docker-start-us-west|docker-start-us-east|docker-start-au|docker-start-eu|docker-start-sg|docker-start-local]"
     build-local-s1:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-project-queries.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-project-queries.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-project-queries.yaml
     build-local-s2:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-domain.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-domain.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-domain.yaml
     build-local-s3:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph.yaml
     build-local-s4:
-      bash:  ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-with-mutations.yaml
+      bash: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-with-mutations.yaml
+      powershell: ddn supergraph build local --env-file .env.local --env-file .env --supergraph supergraph-with-mutations.yaml
     build-local-au-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.au --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.au --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.au --env-file .env --supergraph supergraph.yaml
     build-local-eu-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.eu --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.eu --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.eu --env-file .env --supergraph supergraph.yaml
     build-local-sg-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.sg --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.sg --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.sg --env-file .env --supergraph supergraph.yaml
     build-local-us-east-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.us-east --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.us-east --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.us-east --env-file .env --supergraph supergraph.yaml
     build-local-us-west-dbs:
-      bash:  ddn supergraph build local --env-file .env.cloud.us-west --env-file .env --supergraph supergraph.yaml
+      bash: ddn supergraph build local --env-file .env.cloud.us-west --env-file .env --supergraph supergraph.yaml
+      powershell: ddn supergraph build local --env-file .env.cloud.us-west --env-file .env --supergraph supergraph.yaml
     docker-start-local:
-      bash: ddn run demo-telco ; HASURA_DDN_PAT=$(ddn auth print-pat) docker compose -f compose.yaml --env-file .env.local up --build --pull always -d
-      powershell: $Env:HASURA_DDN_PAT = ddn auth print-pat; docker compose -f compose.yaml --env-file .env.local up --build --pull always -d
+      bash: ddn run demo-telco ; HASURA_DDN_PAT=$(ddn auth print-pat) docker compose -f compose.yaml --env-file .env.local --env-file .env up --build --pull always -d
+      powershell: $Env:HASURA_DDN_PAT = ddn auth print-pat; docker compose -f compose.yaml --env-file .env.local --env-file .env up --build --pull always -d
     docker-start-au:
       bash: HASURA_DDN_PAT=$(ddn auth print-pat) docker compose -f compose.yaml --env-file .env.cloud.au --env-file .env up --build --pull always -d
       powershell: $Env:HASURA_DDN_PAT = ddn auth print-pat; docker compose -f compose.yaml --env-file .env.cloud.au --env-file .env up --build --pull always -d
@@ -80,10 +89,14 @@ definition:
       bash: HASURA_DDN_PAT=$(ddn auth print-pat) docker compose -f compose.yaml --env-file .env.cloud.us-west --env-file .env up --build --pull always -d
       powershell: $Env:HASURA_DDN_PAT = ddn auth print-pat; docker compose -f compose.yaml --env-file .env.cloud.us-west --env-file .env up --build --pull always -d
     docker-stop:
-      bash: echo "docker compose -f compose.yaml down -v ; docker compose -f .data/compose.yaml down -v"
+      bash: docker compose -f compose.yaml down -v ; docker compose -f .data/compose.yaml down -v
+      powershell: docker compose -f compose.yaml down -v; docker compose -f .data/compose.yaml down -v
     demo-telco:
       bash: DATASET=telco docker compose -f .data/compose.yaml --env-file .data/.env up --build --pull always -d
+      powershell: $Env:DATASET = "telco"; docker compose -f .data/compose.yaml --env-file .data/.env up --build --pull always -d
     demo-healthcare:
       bash: echo "not yet implemented"
+      powershell: Write-Output "not yet implemented"
     demo-banking:
       bash: echo "not yet implemented"
+      powershell: Write-Output "not yet implemented"
diff --git a/customer/metadata-domain/mongo.hml b/customer/metadata-domain/mongo.hml
index 3d18a95..1be6613 100644
--- a/customer/metadata-domain/mongo.hml
+++ b/customer/metadata-domain/mongo.hml
@@ -933,14 +933,6 @@ definition:
               unique_columns:
                 - _id
           foreign_keys: {}
-        - name: userProfiles
-          arguments: {}
-          type: userProfiles
-          uniqueness_constraints:
-            userProfiles_id:
-              unique_columns:
-                - _id
-          foreign_keys: {}
       functions: []
       procedures: []
     capabilities:
diff --git a/network/metadata/clickhouse.hml b/network/metadata/clickhouse.hml
index e1714d7..b9c93a9 100644
--- a/network/metadata/clickhouse.hml
+++ b/network/metadata/clickhouse.hml
@@ -583,16 +583,6 @@ definition:
                 type: named
                 name: Float32
       collections:
-        - name: .inner_id.ebe5f199-643d-44a5-9775-d2babedc4a8f
-          description: ""
-          arguments: {}
-          type: .inner_id.ebe5f199-643d-44a5-9775-d2babedc4a8f
-          uniqueness_constraints:
-            CDR_Timestamp, CDR_GUID:
-              unique_columns:
-                - CDR_GUID
-                - CDR_Timestamp
-          foreign_keys: {}
         - name: cdr
           description: ""
           arguments: {}
diff --git a/support/metadata/atlas.hml b/support/metadata/atlas.hml
index dcd4617..c0904dc 100644
--- a/support/metadata/atlas.hml
+++ b/support/metadata/atlas.hml
@@ -925,14 +925,6 @@ definition:
                 type: named
                 name: String
       collections:
-        - name: customerPreferences
-          arguments: {}
-          type: customerPreferences
-          uniqueness_constraints:
-            customerPreferences_id:
-              unique_columns:
-                - _id
-          foreign_keys: {}
         - name: userProfiles
           arguments: {}
           type: userProfiles