diff --git a/.github/workflows/data-pipeline.yml b/.github/workflows/data-pipeline.yml
new file mode 100644
index 00000000..af9724cb
--- /dev/null
+++ b/.github/workflows/data-pipeline.yml
@@ -0,0 +1,21 @@
+# SPDX-FileCopyrightText: 2024 Jonah Brüchert <jbb@kaidan.im>
+# SPDX-License-Identifier: CC0-1.0
+
+name: Import data
+
+on: [push, workflow_dispatch]
+
+jobs:
+  import:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Check out code
+      uses: actions/checkout@v3
+    - name: Fetch submodules
+      run: git submodule update --init --checkout --remote
+    - name: Build docker images
+      run: docker build -t transitous . -f ci/container/Containerfile
+    - name: Fetch GTFS-Feeds
+      run: docker run -v $PWD:/transitous -w /transitous transitous ci/fetch-feeds.py timer
+    - name: Generate MOTIS config file
+      run: docker run --env PYTHONPATH=src -v $PWD:/transitous -w /transitous transitous ci/generate-motis-config.py
diff --git a/.github/workflows/test-import.yml b/.github/workflows/test-import.yml
new file mode 100644
index 00000000..e1cc7ff7
--- /dev/null
+++ b/.github/workflows/test-import.yml
@@ -0,0 +1,19 @@
+# SPDX-FileCopyrightText: 2024 Jonah Brüchert <jbb@kaidan.im>
+# SPDX-License-Identifier: CC0-1.0
+
+name: Verfy new data can be imported
+
+on: [pull-request]
+
+jobs:
+  import:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Check out code
+      uses: actions/checkout@v3
+    - name: Fetch submodules
+      run: git submodule update --init --checkout --remote
+    - name: Build docker images
+      run: docker build -t transitous . -f ci/container/Containerfile
+    - name: Verify that new feeds can be downloaded
+      run: docker run -v $PWD:/transitous -w /transitous transitous ci/fetch-feeds.py merge-request
diff --git a/ci/container/Containerfile b/ci/container/Containerfile
index c52b4b05..7bfb8f8d 100644
--- a/ci/container/Containerfile
+++ b/ci/container/Containerfile
@@ -1,9 +1,9 @@
+# SPDX-FileCopyrightText: 2024 Jonah Brüchert <jbb@kaidan.im>
+# SPDX-License-Identifier: CC0-1.0
+
 FROM docker.io/debian:bookworm-slim
 
 RUN apt-get update && apt-get install git python3-requests golang -y && apt clean
 
 ADD https://github.com/motis-project/motis/releases/download/v0.11.18/motis-linux-amd64.tar.bz2 /opt/
 RUN GOBIN=/usr/local/bin/ go install github.com/patrickbr/gtfstidy@latest
-
-RUN adduser motis
-USER motis