diff --git a/kargo-projects/nowchess/ncs-stage.yaml b/kargo-projects/nowchess/ncs-stage.yaml
index bd7d788..dc6d5cd 100755
--- a/kargo-projects/nowchess/ncs-stage.yaml
+++ b/kargo-projects/nowchess/ncs-stage.yaml
@@ -14,6 +14,12 @@ spec:
     - name: tagSuffix
       value: ""
   requestedFreight:
+    - origin:
+        kind: Warehouse
+        name: analysis
+      sources:
+        direct: true
+        requiredSoakTime: 5m0s
     - origin:
         kind: Warehouse
         name: account
@@ -105,6 +111,13 @@ spec:
     - name: tagSuffix
       value: ""
   requestedFreight:
+    - origin:
+        kind: Warehouse
+        name: analysis
+      sources:
+        direct: false
+        stages:
+          - staging
     - origin:
         kind: Warehouse
         name: account
@@ -204,6 +217,13 @@ spec:
     - name: tagSuffix
       value: "-x86_v2"
   requestedFreight:
+    - origin:
+        kind: Warehouse
+        name: analysis
+      sources:
+        direct: false
+        stages:
+          - staging
     - origin:
         kind: Warehouse
         name: account
diff --git a/kargo-projects/nowchess/ncs-warehouse.yaml b/kargo-projects/nowchess/ncs-warehouse.yaml
index 4731b47..b3d0c37 100755
--- a/kargo-projects/nowchess/ncs-warehouse.yaml
+++ b/kargo-projects/nowchess/ncs-warehouse.yaml
@@ -1,5 +1,20 @@
 apiVersion: kargo.akuity.io/v1alpha1
 kind: Warehouse
+metadata:
+  name: analysis
+  namespace: nowchess-kargo
+spec:
+  freightCreationPolicy: Automatic
+  interval: 5m0s
+  subscriptions:
+    - image:
+        discoveryLimit: 20
+        imageSelectionStrategy: SemVer
+        repoURL: ghcr.io/now-chess/now-chess-systems/analysis
+        strictSemvers: true
+---
+apiVersion: kargo.akuity.io/v1alpha1
+kind: Warehouse
 metadata:
   name: account
   namespace: nowchess-kargo
diff --git a/nowchess/base/nowchess-hpa.yaml b/nowchess/base/nowchess-hpa.yaml
index cc2bdb0..6b91ace 100755
--- a/nowchess/base/nowchess-hpa.yaml
+++ b/nowchess/base/nowchess-hpa.yaml
@@ -1,5 +1,27 @@
 apiVersion: autoscaling/v2
 kind: HorizontalPodAutoscaler
+metadata:
+  name: nowchess-analysis
+  labels:
+    app.kubernetes.io/name: nowchess-analysis
+    app.kubernetes.io/part-of: nowchess
+spec:
+  scaleTargetRef:
+    apiVersion: argoproj.io/v1alpha1
+    kind: Rollout
+    name: nowchess-analysis
+  minReplicas: 1
+  maxReplicas: 3
+  metrics:
+    - type: Resource
+      resource:
+        name: cpu
+        target:
+          type: Utilization
+          averageUtilization: 90
+---
+apiVersion: autoscaling/v2
+kind: HorizontalPodAutoscaler
 metadata:
   name: nowchess-account
 spec:
diff --git a/nowchess/base/nowchess-rollouts.yaml b/nowchess/base/nowchess-rollouts.yaml
index 4f9fa8f..11baa8b 100755
--- a/nowchess/base/nowchess-rollouts.yaml
+++ b/nowchess/base/nowchess-rollouts.yaml
@@ -755,6 +755,73 @@ spec:
 ---
 apiVersion: argoproj.io/v1alpha1
 kind: Rollout
+metadata:
+  name: nowchess-analysis
+  labels:
+    app: nowchess-analysis
+    app.kubernetes.io/name: nowchess-analysis
+    app.kubernetes.io/part-of: nowchess
+spec:
+  selector:
+    matchLabels:
+      app: nowchess-analysis
+  template:
+    metadata:
+      labels:
+        app: nowchess-analysis
+      annotations:
+        k8s.grafana.com/scrape: "true"
+        k8s.grafana.com/metrics_path: "/q/metrics"
+        k8s.grafana.com/metrics_portNumber: "8087"
+    spec:
+      imagePullSecrets:
+        - name: ghcr-pull-secret
+      containers:
+        - name: nowchess-analysis
+          image: ghcr.io/now-chess/now-chess-systems/analysis:latest
+          imagePullPolicy: Always
+          envFrom:
+            - configMapRef:
+                name: nowchess-env-config
+          env:
+            - name: INTERNAL_SECRET
+              valueFrom:
+                secretKeyRef:
+                  name: ncs-internal-secret
+                  key: INTERNAL_SECRET
+          ports:
+            - containerPort: 8087
+              protocol: TCP
+          livenessProbe:
+            httpGet:
+              path: /q/health/live
+              port: 8087
+            initialDelaySeconds: 0
+            periodSeconds: 10
+          readinessProbe:
+            httpGet:
+              path: /q/health/ready
+              port: 8087
+            initialDelaySeconds: 0
+            periodSeconds: 5
+          resources:
+            requests:
+              cpu: "5m"
+              memory: "96Mi"
+            limits:
+              cpu: "500m"
+              memory: "256Mi"
+  rollbackWindow:
+    revisions: 3
+  strategy:
+    blueGreen:
+      activeService: nowchess-analysis-active
+      previewService: nowchess-analysis-preview
+      autoPromotionEnabled: true
+      previewReplicaCount: 1
+---
+apiVersion: argoproj.io/v1alpha1
+kind: Rollout
 metadata:
   name: nowchess-tournament
   labels:
diff --git a/nowchess/base/nowchess-services.yaml b/nowchess/base/nowchess-services.yaml
index e70b08a..19d4c1c 100755
--- a/nowchess/base/nowchess-services.yaml
+++ b/nowchess/base/nowchess-services.yaml
@@ -1,5 +1,35 @@
 apiVersion: v1
 kind: Service
+metadata:
+  name: nowchess-analysis-active
+  labels:
+    app.kubernetes.io/name: nowchess-analysis
+    app.kubernetes.io/part-of: nowchess
+spec:
+  selector:
+    app: nowchess-analysis
+  ports:
+    - protocol: TCP
+      port: 8087
+      targetPort: 8087
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: nowchess-analysis-preview
+  labels:
+    app.kubernetes.io/name: nowchess-analysis
+    app.kubernetes.io/part-of: nowchess
+spec:
+  selector:
+    app: nowchess-analysis
+  ports:
+    - protocol: TCP
+      port: 8087
+      targetPort: 8087
+---
+apiVersion: v1
+kind: Service
 metadata:
   name: nowchess-account-active
 spec:
diff --git a/nowchess/eu-central-1-prod/kustomization.yaml b/nowchess/eu-central-1-prod/kustomization.yaml
index 2c861e7..c5f6057 100755
--- a/nowchess/eu-central-1-prod/kustomization.yaml
+++ b/nowchess/eu-central-1-prod/kustomization.yaml
@@ -32,6 +32,8 @@ patches:
     kind: ConfigMap
     name: nowchess-frontend-env-config
 images:
+- name: ghcr.io/now-chess/now-chess-systems/analysis
+  newTag: 0.1.0
 - name: ghcr.io/now-chess/now-chess-systems/account
   newTag: 0.24.0
 - name: ghcr.io/now-chess/now-chess-systems/bot-platform
diff --git a/nowchess/eu-central-1-staging/kustomization.yaml b/nowchess/eu-central-1-staging/kustomization.yaml
index c2c1b81..273a0d6 100755
--- a/nowchess/eu-central-1-staging/kustomization.yaml
+++ b/nowchess/eu-central-1-staging/kustomization.yaml
@@ -21,6 +21,13 @@ patches:
   target:
     kind: ConfigMap
     name: nowchess-env-config
+- patch: |-
+    apiVersion: autoscaling/v2
+    kind: HorizontalPodAutoscaler
+    metadata:
+      name: nowchess-analysis
+    spec:
+      maxReplicas: 1
 - patch: |-
     apiVersion: autoscaling/v2
     kind: HorizontalPodAutoscaler
@@ -87,6 +94,8 @@ patches:
     spec:
       replicas: 1
 images:
+- name: ghcr.io/now-chess/now-chess-systems/analysis
+  newTag: 0.1.0
 - name: ghcr.io/now-chess/now-chess-systems/account
   newTag: 0.24.0
 - name: ghcr.io/now-chess/now-chess-systems/bot-platform
diff --git a/nowchess/htwg-1-prod/kustomization.yaml b/nowchess/htwg-1-prod/kustomization.yaml
index 7eb44b1..fdd8c1c 100755
--- a/nowchess/htwg-1-prod/kustomization.yaml
+++ b/nowchess/htwg-1-prod/kustomization.yaml
@@ -31,6 +31,8 @@ patches:
     kind: ConfigMap
     name: nowchess-frontend-env-config
 images:
+- name: ghcr.io/now-chess/now-chess-systems/analysis
+  newTag: 0.1.0-x86_v2
 - name: ghcr.io/now-chess/now-chess-systems/account
   newTag: 0.24.0-x86_v2
 - name: ghcr.io/now-chess/now-chess-systems/bot-platform