diff --git a/tests/integration/test_cross_validate.py b/tests/integration/test_cross_validate.py
new file mode 100644
index 00000000..2ddaeca0
--- /dev/null
+++ b/tests/integration/test_cross_validate.py
@@ -0,0 +1,15 @@
+from skore.cross_validate import cross_validate
+
+
+def test_cross_validate(in_memory_project):
+    from sklearn import datasets, linear_model
+
+    diabetes = datasets.load_diabetes()
+    X = diabetes.data[:150]
+    y = diabetes.target[:150]
+    lasso = linear_model.Lasso()
+
+    in_memory_project.put(
+        "my_cross_val", cross_validate(lasso, X, y, cv=3), on_error="raise"
+    )
+    breakpoint()