diff --git a/pipelines/anomaly_detection/Dockerfile b/pipelines/anomaly_detection/Dockerfile
index 6d7abd7..9d398bb 100644
--- a/pipelines/anomaly_detection/Dockerfile
+++ b/pipelines/anomaly_detection/Dockerfile
@@ -12,7 +12,7 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-ARG SERVING_BUILD_IMAGE=tensorflow/tensorflow:2.18.0-gpu
+ARG SERVING_BUILD_IMAGE=tensorflow/tensorflow:2.21.0-gpu
 FROM ${SERVING_BUILD_IMAGE}
 WORKDIR /workspace
 
diff --git a/pipelines/marketing_intelligence/Dockerfile b/pipelines/marketing_intelligence/Dockerfile
index c4429f2..1e8afb9 100644
--- a/pipelines/marketing_intelligence/Dockerfile
+++ b/pipelines/marketing_intelligence/Dockerfile
@@ -12,7 +12,7 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-ARG SERVING_BUILD_IMAGE=tensorflow/tensorflow:2.18.0-gpu
+ARG SERVING_BUILD_IMAGE=tensorflow/tensorflow:2.21.0-gpu
 FROM ${SERVING_BUILD_IMAGE}
 WORKDIR /workspace
 
diff --git a/pipelines/ml_ai_python/Dockerfile b/pipelines/ml_ai_python/Dockerfile
index a7ece28..e9139af 100644
--- a/pipelines/ml_ai_python/Dockerfile
+++ b/pipelines/ml_ai_python/Dockerfile
@@ -12,7 +12,7 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-ARG SERVING_BUILD_IMAGE=tensorflow/tensorflow:2.18.0-gpu
+ARG SERVING_BUILD_IMAGE=tensorflow/tensorflow:2.21.0-gpu
 FROM ${SERVING_BUILD_IMAGE}
 WORKDIR /workspace