diff --git a/CODEOWNERS b/CODEOWNERS
index 4ca296f30bc1..5f33f67a1c7b 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -252,6 +252,9 @@
 # PRLabel: %Web Apps
 /specification/web/ @naveedaz @Azure/azure-app-service-control-plane
 
+# PRLabel: %AzureML - Compute Instance
+/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/**/machineLearningServices.json @Azure/aml-compute-instance
+
 # PRLabel: %Profile
 /profile/ @shahabhijeet