diff --git a/pipelines/README.md b/pipelines/README.md
index 41187574..7407c291 100644
--- a/pipelines/README.md
+++ b/pipelines/README.md
@@ -192,6 +192,9 @@ in your Git server.
 
 ### Deploy and run the GitOps pipeline
 
+The `gitops-update-pipeline` will fetch information about the last successfuly built and tested container image for the given model
+from the PipelineRun of the above Pipelines, and record information about that image in your git repo.
+
 ```bash
 oc apply -k tekton/gitops-update-pipeline/
 oc apply -f tekton/gitops-update-pipeline/example-pipelineruns/example-git-credentials-secret.yaml
diff --git a/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-bike-rentals.yaml b/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-bike-rentals.yaml
index e1aad870..b659b3f7 100644
--- a/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-bike-rentals.yaml
+++ b/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-bike-rentals.yaml
@@ -6,6 +6,8 @@ metadata:
     tekton.dev/pipeline: gitops-update-pipeline
 spec:
   params:
+  - name: model-name
+    value: bike-rentals-auto-ml
   - name: gitServer
     value: https://github.com
   - name: gitApiServer
@@ -16,8 +18,6 @@ spec:
     value: ai-edge-gitops
   - name: gitRepoBranchBase
     value: main
-  - name: imageDigest
-    value: sha256:22590bbf246cd231abebc13d7b20761b7f70e614dca9e430a1069510bdba2820
   - name: imageReferenceFilePath
     value: acm/odh-edge/apps/bike-rental-app/kustomization.yaml
   - name: gitTokenSecretName
diff --git a/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-tensorflow-housing.yaml b/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-tensorflow-housing.yaml
index fa61b207..4e141045 100644
--- a/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-tensorflow-housing.yaml
+++ b/pipelines/tekton/gitops-update-pipeline/example-pipelineruns/gitops-update-pipelinerun-tensorflow-housing.yaml
@@ -6,6 +6,8 @@ metadata:
     tekton.dev/pipeline: gitops-update-pipeline
 spec:
   params:
+  - name: model-name
+    value: tensorflow-housing
   - name: gitServer
     value: https://github.com
   - name: gitApiServer
@@ -16,8 +18,6 @@ spec:
     value: ai-edge-gitops
   - name: gitRepoBranchBase
     value: main
-  - name: imageDigest
-    value: sha256:19e7312d8cbfcbf21dcab083f9ef99af2f807f156b1216a423267010b7fdd7c0
   - name: imageReferenceFilePath
     value: acm/odh-edge/apps/tensorflow-housing-app/kustomization.yaml
   - name: gitTokenSecretName
diff --git a/pipelines/tekton/gitops-update-pipeline/gitops-update-pipeline.yaml b/pipelines/tekton/gitops-update-pipeline/gitops-update-pipeline.yaml
index 3d248ac6..19744d2e 100644
--- a/pipelines/tekton/gitops-update-pipeline/gitops-update-pipeline.yaml
+++ b/pipelines/tekton/gitops-update-pipeline/gitops-update-pipeline.yaml
@@ -4,6 +4,8 @@ metadata:
   name: gitops-update-pipeline
 spec:
   params:
+    - name: model-name
+      type: string
     - name: gitServer
       type: string
     - name: gitApiServer
@@ -15,8 +17,6 @@ spec:
     - name: gitRepoBranchBase
       default: main
       type: string
-    - name: imageDigest
-      type: string
     - name: imageReferenceFilePath
       type: string
     - name: gitApiPrefix
@@ -28,6 +28,15 @@ spec:
       default: token
       type: string
   tasks:
+    - name: retrieve-image-info
+      taskRef:
+        kind: Task
+        name: retrieve-image-info
+      params:
+      - name: namespace
+        value: $(context.pipelineRun.namespace)
+      - name: model-name
+        value: $(params.model-name)
     - name: git-clone
       params:
         - name: url
@@ -63,7 +72,8 @@ spec:
             PR_BRANCH=pipeline_$(context.pipelineRun.uid)
             git checkout -b $PR_BRANCH
 
-            sed -i -e "s/digest: .*/digest: $(params.imageDigest)/" $(params.imageReferenceFilePath)
+            sed -i -e "s%newName: .*%newName: $(tasks.retrieve-image-info.results.target-registry-url)%" $(params.imageReferenceFilePath)
+            sed -i -e "s/digest: .*/digest: $(tasks.retrieve-image-info.results.image-sha)/" $(params.imageReferenceFilePath)
 
             if [ -z "$(git status --porcelain)" ]; then
                 echo "Update did not cause a modification"
@@ -77,6 +87,7 @@ spec:
         - name: VERBOSE
           value: "true"
       runAfter:
+        - retrieve-image-info
         - git-clone
       taskRef:
         kind: ClusterTask
@@ -114,7 +125,8 @@ spec:
             | PipelineRun Name | $(context.pipelineRun.name)                                               |
             | PipelinRun UID   | `$(context.pipelineRun.uid)`                                              |
             | File Path        | `$(params.imageReferenceFilePath)`                                        |
-            | New Digest       | `$(params.imageDigest)`                                                   |
+            | Image registry   | `$(tasks.retrieve-image-info.results.target-registry-url)`                |
+            | New Digest       | `$(tasks.retrieve-image-info.results.image-sha)`                          |
         - name: TITLE
           value: "Auto: update image ref"
       runAfter:
diff --git a/pipelines/tekton/gitops-update-pipeline/kustomization.yaml b/pipelines/tekton/gitops-update-pipeline/kustomization.yaml
index 1e23f419..76ce51db 100644
--- a/pipelines/tekton/gitops-update-pipeline/kustomization.yaml
+++ b/pipelines/tekton/gitops-update-pipeline/kustomization.yaml
@@ -3,4 +3,5 @@ apiVersion: kustomize.config.k8s.io/v1beta1
 
 resources:
   - https://raw.githubusercontent.com/tektoncd/catalog/main/task/github-open-pr/0.2/github-open-pr.yaml
+  - test-mlflow-retrieve-image-info-task.yaml
   - gitops-update-pipeline.yaml
diff --git a/pipelines/tekton/gitops-update-pipeline/test-mlflow-retrieve-image-info-task.yaml b/pipelines/tekton/gitops-update-pipeline/test-mlflow-retrieve-image-info-task.yaml
new file mode 100644
index 00000000..bcc5eca6
--- /dev/null
+++ b/pipelines/tekton/gitops-update-pipeline/test-mlflow-retrieve-image-info-task.yaml
@@ -0,0 +1,22 @@
+apiVersion: tekton.dev/v1beta1
+kind: Task
+metadata:
+  name: retrieve-image-info
+spec:
+  description: Retrieve location and SHA of the built image from the previous PipelineRun
+  params:
+  - name: namespace
+    type: string
+  - name: model-name
+    type: string
+  steps:
+  - name: get-image-sha
+    image: image-registry.openshift-image-registry.svc:5000/openshift/cli:latest
+    script: |
+      oc get -n $(params.namespace) pipelinerun --selector tekton.dev/pipeline=test-mlflow-image --sort-by=.status.completionTime -o jsonpath='{range .items[?(@.spec.params[0].name == "model-name")]}{.spec.params[?(@.name == "model-name")].value} {.status.results[?(@.name == "image-sha")].value} {.status.results[?(@.name == "target-registry-url")].value}{"\n"}{end}' | awk -v model=$(params.model-name) '$1 == model && NF == 3 { print $2, $3 }' | tail -1 | tee /dev/stderr | while read sha registry ; do echo -n "$sha" > $(results.image-sha.path) ; echo -n "$registry" > $(results.target-registry-url.path) ; done ;
+      test -s $(results.image-sha.path) && test -s $(results.target-registry-url.path)
+  results:
+  - name: target-registry-url
+    description: The target-registry-url where the image will be stored
+  - name: image-sha
+    description: The image checksum
diff --git a/pipelines/tekton/test-mlflow-image-pipeline/kustomization.yaml b/pipelines/tekton/test-mlflow-image-pipeline/kustomization.yaml
index 00a7d2a7..1a180dea 100644
--- a/pipelines/tekton/test-mlflow-image-pipeline/kustomization.yaml
+++ b/pipelines/tekton/test-mlflow-image-pipeline/kustomization.yaml
@@ -4,4 +4,5 @@ resources:
 - bike-rentals-test-data-cm.yaml
 - tensorflow-housing-test-data-cm.yaml
 - test-mlflow-rest-svc-task.yaml
+- test-mlflow-record-image-task.yaml
 - test-mlflow-image-pipeline.yaml
diff --git a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipeline.yaml b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipeline.yaml
index cdbe148f..90e1ad10 100644
--- a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipeline.yaml
+++ b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipeline.yaml
@@ -19,6 +19,11 @@ spec:
   - name: upon-end
     type: string
     default: delete
+  results:
+  - name: target-registry-url
+    value: $(tasks.record-image.results.target-registry-url)
+  - name: image-sha
+    value: $(tasks.record-image.results.image-sha)
   tasks:
   - name: deploy-container
     params:
@@ -124,18 +129,33 @@ spec:
     taskRef:
       kind: ClusterTask
       name: openshift-client
+  - name: record-image
+    taskRef:
+      kind: Task
+      name: record-image
+    params:
+    - name: model-name
+      value: $(params.model-name)
+    - name: model-version
+      value: $(params.model-version)
+    - name: namespace
+      value: $(params.target-namespace)
+    - name: target-registry-url
+      value: quay.io/$(params.target-imagerepo)/$(params.model-name)
+    runAfter:
+    - test-mlflow-rest-svc
   - name: skopeo-copy
     params:
     - name: srcImageURL
-      value: docker://image-registry.openshift-image-registry.svc:5000/$(context.pipelineRun.namespace)/$(params.model-name):$(params.model-version)
+      value: docker://image-registry.openshift-image-registry.svc:5000/$(context.pipelineRun.namespace)/$(params.model-name)@$(tasks.record-image.results.image-sha)
     - name: destImageURL
-      value: docker://quay.io/$(params.target-imagerepo)/$(params.model-name):$(params.model-version)-$(context.pipelineRun.uid)
+      value: docker://$(tasks.record-image.results.target-registry-url):$(params.model-version)-$(context.pipelineRun.uid)
     - name: srcTLSverify
       value: "true"
     - name: destTLSverify
       value: "true"
     runAfter:
-    - test-mlflow-rest-svc
+    - record-image
     taskRef:
       kind: ClusterTask
       name: skopeo-copy
diff --git a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-bike-rental.yaml b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-bike-rental.yaml
index b47c1071..c5182cce 100644
--- a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-bike-rental.yaml
+++ b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-bike-rental.yaml
@@ -1,8 +1,6 @@
 apiVersion: tekton.dev/v1beta1
 kind: PipelineRun
 metadata:
-  labels:
-    tekton.dev/pipeline: test-mlflow-image
   generateName: test-mlflow-image-bike-rentals-
 spec:
   params:
diff --git a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-tensorflow-housing.yaml b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-tensorflow-housing.yaml
index 4315e12e..27c73819 100644
--- a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-tensorflow-housing.yaml
+++ b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-image-pipelinerun-tensorflow-housing.yaml
@@ -1,8 +1,6 @@
 apiVersion: tekton.dev/v1beta1
 kind: PipelineRun
 metadata:
-  labels:
-    tekton.dev/pipeline: test-mlflow-image
   generateName: test-mlflow-image-tensorflow-housing-
 spec:
   params:
diff --git a/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-record-image-task.yaml b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-record-image-task.yaml
new file mode 100644
index 00000000..67c67d96
--- /dev/null
+++ b/pipelines/tekton/test-mlflow-image-pipeline/test-mlflow-record-image-task.yaml
@@ -0,0 +1,27 @@
+apiVersion: tekton.dev/v1beta1
+kind: Task
+metadata:
+  name: record-image
+spec:
+  description: Record location and SHA of the built image
+  params:
+  - name: namespace
+    type: string
+  - name: model-name
+    type: string
+  - name: model-version
+    type: string
+  - name: target-registry-url
+    type: string
+  steps:
+  - name: get-image-sha
+    image: image-registry.openshift-image-registry.svc:5000/openshift/cli:latest
+    script: |
+      echo -n "$(params.target-registry-url)" | tee $(results.target-registry-url.path) ;
+      echo ;
+      oc get -n $(params.namespace) -o jsonpath='{.status.tags[?(@.tag == "$(params.model-version)")].items[0].image}' imagestream/$(params.model-name) | tee $(results.image-sha.path)
+  results:
+  - name: target-registry-url
+    description: The target-registry-url where the image will be stored
+  - name: image-sha
+    description: The image checksum