diff --git a/.github/workflows/Enzyme.yml b/.github/workflows/Enzyme.yml
new file mode 100644
index 000000000..4fa32eef4
--- /dev/null
+++ b/.github/workflows/Enzyme.yml
@@ -0,0 +1,35 @@
+name: Enzyme on demo models
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+
+# needed to allow julia-actions/cache to delete old caches that it has created
+permissions:
+  actions: write
+  contents: read
+
+# Cancel existing tests on the same PR if a new commit is added to a pull request
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref || github.run_id }}
+  cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }}
+
+jobs:
+  enzyme:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: julia-actions/setup-julia@v2
+        with:
+          version: "1"
+
+      - uses: julia-actions/cache@v2
+
+      - name: Run AD with Enzyme on demo models
+        working-directory: test/integration/enzyme
+        run: |
+          julia --project=. --color=yes -e 'using Pkg; Pkg.instantiate()'
+          julia --project=. --color=yes main.jl
diff --git a/test/integration/enzyme/Project.toml b/test/integration/enzyme/Project.toml
new file mode 100644
index 000000000..c26655fae
--- /dev/null
+++ b/test/integration/enzyme/Project.toml
@@ -0,0 +1,9 @@
+[deps]
+ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
+DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
+Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
+[sources]
+DynamicPPL = {path = "../../../"}
diff --git a/test/integration/enzyme/main.jl b/test/integration/enzyme/main.jl
new file mode 100644
index 000000000..62b7ace4d
--- /dev/null
+++ b/test/integration/enzyme/main.jl
@@ -0,0 +1,17 @@
+using DynamicPPL.TestUtils: DEMO_MODELS
+using DynamicPPL.TestUtils.AD: run_ad
+using ADTypes: AutoEnzyme
+using Test: @test, @testset
+import Enzyme: set_runtime_activity, Forward, Reverse
+using ForwardDiff: ForwardDiff  # run_ad uses FD for correctness test
+
+ADTYPES = Dict(
+    "EnzymeForward" => AutoEnzyme(; mode=set_runtime_activity(Forward)),
+    "EnzymeReverse" => AutoEnzyme(; mode=set_runtime_activity(Reverse)),
+)
+
+@testset "$ad_key" for (ad_key, ad_type) in ADTYPES
+    @testset "$(model.f)" for model in DEMO_MODELS
+        @test run_ad(model, ad_type) isa Any
+    end
+end