diff --git a/windows/security/threat-protection/TOC.md b/windows/security/threat-protection/TOC.md
index b541b24f03..8208331b97 100644
--- a/windows/security/threat-protection/TOC.md
+++ b/windows/security/threat-protection/TOC.md
@@ -496,7 +496,7 @@
 
 #### [Pull detections to your SIEM tools]()
 #### [Raw data streaming API]()
-##### [Raw data streaming (preview)](microsoft-defender-atp/raw-data-export.md)
+##### [Raw data streaming](microsoft-defender-atp/raw-data-export.md)
 ##### [Stream advanced hunting events to Azure Events hub](microsoft-defender-atp/raw-data-export-event-hub.md)
 ##### [Stream advanced hunting events to your storage account](microsoft-defender-atp/raw-data-export-storage.md)
 
diff --git a/windows/security/threat-protection/microsoft-defender-atp/images/machine-info-datatype-example.png b/windows/security/threat-protection/microsoft-defender-atp/images/machine-info-datatype-example.png
index 41c451506b..598ea2fd78 100644
Binary files a/windows/security/threat-protection/microsoft-defender-atp/images/machine-info-datatype-example.png and b/windows/security/threat-protection/microsoft-defender-atp/images/machine-info-datatype-example.png differ
diff --git a/windows/security/threat-protection/microsoft-defender-atp/images/storage-account-event-schema.png b/windows/security/threat-protection/microsoft-defender-atp/images/storage-account-event-schema.png
index d9409e3ab1..88b27a0332 100644
Binary files a/windows/security/threat-protection/microsoft-defender-atp/images/storage-account-event-schema.png and b/windows/security/threat-protection/microsoft-defender-atp/images/storage-account-event-schema.png differ
diff --git a/windows/security/threat-protection/microsoft-defender-atp/raw-data-export-event-hub.md b/windows/security/threat-protection/microsoft-defender-atp/raw-data-export-event-hub.md
index 0b3f53d6f2..9bc6ebcb3f 100644
--- a/windows/security/threat-protection/microsoft-defender-atp/raw-data-export-event-hub.md
+++ b/windows/security/threat-protection/microsoft-defender-atp/raw-data-export-event-hub.md
@@ -79,7 +79,7 @@ To get the data types for event properties do the following:
 
 ```
 
-- Here is an example for Machine Info event: 
+- Here is an example for Device Info event: 
 
 ![Image of event hub resource Id](images/machine-info-datatype-example.png)
 
diff --git a/windows/security/threat-protection/microsoft-defender-atp/raw-data-export.md b/windows/security/threat-protection/microsoft-defender-atp/raw-data-export.md
index 7155ac0422..54dc6d37fa 100644
--- a/windows/security/threat-protection/microsoft-defender-atp/raw-data-export.md
+++ b/windows/security/threat-protection/microsoft-defender-atp/raw-data-export.md
@@ -17,7 +17,7 @@ ms.collection: M365-security-compliance
 ms.topic: article
 ---
 
-# Raw Data Streaming API (Preview)
+# Raw Data Streaming API
 
 **Applies to:**