diff --git a/modules/ml-pipeline/src/pipeline/Prediction.Dockerfile b/modules/ml-pipeline/src/pipeline/Prediction.Dockerfile
new file mode 100644
index 0000000..d8e9b6c
--- /dev/null
+++ b/modules/ml-pipeline/src/pipeline/Prediction.Dockerfile
@@ -0,0 +1,14 @@
+# Dockerfile that can be used to test loading a model to generate a prediction (part of CI/CD flow)
+FROM python:3.10.12-slim
+
+COPY src/requirements/prediction/requirements-dev.txt requirements.txt
+
+RUN pip install --upgrade pip
+RUN pip install -r requirements.txt
+
+# Assuming in the CI/CD step, there will be a dvc pull step to get data and model, so will just need to run a single script
+COPY src/ /home/src/
+
+WORKDIR /home/src/
+
+CMD [ "python", "generate_predictions.py"]