diff --git a/operations/sagemaker-mlflow-model-registry/requirements.txt b/operations/sagemaker-mlflow-model-registry/requirements.txt
index f57abf2..9fb5fcd 100644
--- a/operations/sagemaker-mlflow-model-registry/requirements.txt
+++ b/operations/sagemaker-mlflow-model-registry/requirements.txt
@@ -1,2 +1,2 @@
-mlflow==2.16.0
+mlflow==3.1.0
 sagemaker-mlflow==0.1.0
\ No newline at end of file