diff --git a/pyproject.toml b/pyproject.toml
index c6d98c36..4bba222b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ dependencies = [
 
 [project.optional-dependencies]
 sklearn-integration = [
-  "scikit-learn <1.7.0",
+  "scikit-learn <1.8.0",
 ]
 build = [
   "setuptools",