diff --git a/skills/ms-ai-engineering/references/data-engineering/real-time-streaming-ai.md b/skills/ms-ai-engineering/references/data-engineering/real-time-streaming-ai.md
index c79eb78..5108bba 100644
--- a/skills/ms-ai-engineering/references/data-engineering/real-time-streaming-ai.md
+++ b/skills/ms-ai-engineering/references/data-engineering/real-time-streaming-ai.md
@@ -1,6 +1,6 @@
 # Real-Time Streaming for AI Applications
 
-**Last updated:** 2026-02
+**Last updated:** 2026-06-24
 **Status:** GA
 **Category:** Data Engineering for AI