diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 38845c0..f7ebb18 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -52,3 +52,17 @@ mnsist-katib-build:
   rules:
     - changes:
         - images/minimal-mnist/**/*
+
+minimal-custom-kserve-predictor-build:
+  stage: build-image
+  script:
+    - >
+      /kaniko/executor
+      --context "${CI_PROJECT_DIR}/serving/minimal-custom-kserve-predictor/"
+      --dockerfile "${CI_PROJECT_DIR}/serving/minimal-custom-kserve-predictor/Dockerfile"
+      --destination "${CI_REGISTRY}/${CI_PROJECT_PATH}/minimal-custom-kserve-predictor:latest"
+      --destination "${CI_REGISTRY}/${CI_PROJECT_PATH}/minimal-custom-kserve-predictor:${CI_COMMIT_SHORT_SHA}"
+
+  rules:
+    - changes:
+        - serving/minimal-custom-kserve-predictor/**/*
diff --git a/serving/minimal-custom-kserve-predictor/inference-service.yaml b/serving/minimal-custom-kserve-predictor/inference-service.yaml
index 5f5bdc3..dbdf3c3 100644
--- a/serving/minimal-custom-kserve-predictor/inference-service.yaml
+++ b/serving/minimal-custom-kserve-predictor/inference-service.yaml
@@ -6,7 +6,7 @@ spec:
   predictor:
     containers:
       - name: kserve-container
-        image: <YOUR IMAGE>
+        image: europe-west3-docker.pkg.dev/prokube-internal/prokube-customer/minimal-custom-kserve-predictor:latest # REPLACE ME if you don't have access to the prokube registry
         env:
         - name: MODEL_NAME
           value: "capitalizer"