diff --git a/compose.modelscan.yaml b/compose.modelscan.yaml
new file mode 100644
index 0000000000..ebefa4f07b
--- /dev/null
+++ b/compose.modelscan.yaml
@@ -0,0 +1,11 @@
+name: bailo-prod
+
+services:
+  modelscan:
+    volumes:
+      - ./lib/modelscan_api/bailo_modelscan_api:/app/bailo_modelscan_api
+    image: bailo_modelscan:${INSTANCE_NAME}
+    pull_policy: build
+    build:
+      context: ./lib/modelscan_api
+      target: dev
diff --git a/compose.override.yaml b/compose.override.yaml
index bb7dbbbf7f..e0aa9e8d92 100644
--- a/compose.override.yaml
+++ b/compose.override.yaml
@@ -26,18 +26,16 @@ services:
       - ./backend/src:/app/src
     build:
       target: dev
+    image: bailo_backend:${INSTANCE_NAME}
+    pull_policy: build
 
   frontend:
     volumes:
       - ./frontend:/app
     build:
       target: dev
-
-  modelscan:
-    volumes:
-      - ./lib/modelscan_api/bailo_modelscan_api:/app/bailo_modelscan_api
-    build:
-      target: dev
+    image: bailo_frontend:${INSTANCE_NAME}
+    pull_policy: build
 
   minio:
     environment:
diff --git a/compose.prod.yaml b/compose.prod.yaml
index 891d7d96a2..b8bedcbffc 100644
--- a/compose.prod.yaml
+++ b/compose.prod.yaml
@@ -1 +1,9 @@
 name: bailo-prod
+
+services:
+  frontend:
+    image: ghcr.io/gchq/bailo_frontend:latest
+    pull_policy: missing
+  backend:
+    image: ghcr.io/gchq/bailo_backend:latest
+    pull_policy: missing
diff --git a/compose.yaml b/compose.yaml
index 2fd4433504..942aa7e22f 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -59,9 +59,7 @@ services:
   modelscan:
     networks:
       internal:
-    image: bailo_modelscan:${INSTANCE_NAME}
-    build:
-      context: ./lib/modelscan_api
+    image: ghcr.io/gchq/bailo_modelscan:latest
     volumes:
       - ./lib/modelscan_api/bailo_modelscan_api:/app/bailo_modelscan_api
     healthcheck:
@@ -107,7 +105,6 @@ services:
   frontend:
     networks:
       internal:
-    image: bailo_frontend:${INSTANCE_NAME}
     build:
       context: ./frontend/
     depends_on:
@@ -116,7 +113,6 @@ services:
   backend:
     networks:
       internal:
-    image: bailo_backend:${INSTANCE_NAME}
     build:
       context: ./backend/
       additional_contexts:
diff --git a/lib/modelscan_api/README.md b/lib/modelscan_api/README.md
index 57c8203000..c9058f8c6b 100644
--- a/lib/modelscan_api/README.md
+++ b/lib/modelscan_api/README.md
@@ -24,6 +24,10 @@ by using `--target dev` or `--target prod` respectively (targeting prod is optio
 
 Note that the Docker containers run on port `3311` rather than `8000`, so adjust URLs accordingly.
 
+When using with the wider project's docker compose structure, you can use the
+[compose.modelscan.yaml](../../compose.modelscan.yaml) profile (`compose [...] -f compose.modelscan.yaml`) to switch to
+the local/live development version.
+
 ## Setup
 
 <!-- prettier-ignore-start -->