diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 9266661..0dbbf7b 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -23,13 +23,35 @@ jobs:
           name: python-package-distributions
           path: dist/
 
-  github-release:
-    name: Sign the Python distribution with Sigstore and upload them to GitHub Release
+  publish-to-pypi:
+    name: Publish Python distribution to PyPI
     if: startsWith(github.ref, 'refs/tags/') # only publish to PyPI on tag pushes
     needs:
       - build
     runs-on: ubuntu-latest
 
+    environment:
+      name: pypi
+      url: https://pypi.org/p/ibis-ml
+
+    permissions:
+      id-token: write # IMPORTANT: mandatory for trusted publishing
+
+    steps:
+      - name: Download all the dists
+        uses: actions/download-artifact@v3
+        with:
+          name: python-package-distributions
+          path: dist/
+      - name: Publish distribution to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+
+  github-release:
+    name: Sign the Python distribution with Sigstore and upload them to GitHub Release
+    needs:
+      - publish-to-pypi
+    runs-on: ubuntu-latest
+
     permissions:
       contents: write # IMPORTANT: mandatory for making GitHub Releases
       id-token: write # IMPORTANT: mandatory for sigstore