diff --git a/apps/mlops-platform/Dockerfile b/labs/mlops-platform/Dockerfile
similarity index 100%
rename from apps/mlops-platform/Dockerfile
rename to labs/mlops-platform/Dockerfile
diff --git a/apps/mlops-platform/README.md b/labs/mlops-platform/README.md
similarity index 92%
rename from apps/mlops-platform/README.md
rename to labs/mlops-platform/README.md
index 7eea04e..48912d1 100644
--- a/apps/mlops-platform/README.md
+++ b/labs/mlops-platform/README.md
@@ -4,7 +4,7 @@ Production-shaped inference demo for the portfolio site. The model is
 intentionally small: logistic regression coefficients trained with scikit-learn
 and exported to JSON so the runtime stays light enough for the homelab.
 
-This directory contains the FastAPI service and model artifacts. It is not yet
+This lab directory contains the FastAPI service and model artifacts. It is not
 registered as a Kubernetes application in `bootstrap/apps`; the public website
 currently links to the reserved static placeholder under
 `apps/demos-static/public/mlops-platform/`.
@@ -24,7 +24,7 @@ currently links to the reserved static placeholder under
 ## Local Smoke Test
 
 ```bash
-docker build -t mlops-platform:local apps/mlops-platform
+docker build -t mlops-platform:local labs/mlops-platform
 docker run --rm -p 8080:8080 mlops-platform:local
 ```
 
diff --git a/apps/mlops-platform/app/main.py b/labs/mlops-platform/app/main.py
similarity index 100%
rename from apps/mlops-platform/app/main.py
rename to labs/mlops-platform/app/main.py
diff --git a/apps/mlops-platform/models/model_v1.json b/labs/mlops-platform/models/model_v1.json
similarity index 100%
rename from apps/mlops-platform/models/model_v1.json
rename to labs/mlops-platform/models/model_v1.json
diff --git a/apps/mlops-platform/models/model_v2.json b/labs/mlops-platform/models/model_v2.json
similarity index 100%
rename from apps/mlops-platform/models/model_v2.json
rename to labs/mlops-platform/models/model_v2.json
diff --git a/apps/mlops-platform/requirements.txt b/labs/mlops-platform/requirements.txt
similarity index 100%
rename from apps/mlops-platform/requirements.txt
rename to labs/mlops-platform/requirements.txt
diff --git a/apps/mlops-platform/training/export_model.py b/labs/mlops-platform/training/export_model.py
similarity index 100%
rename from apps/mlops-platform/training/export_model.py
rename to labs/mlops-platform/training/export_model.py