yechiel's comments and fixing added ai

Author: batamig

articles/sentinel/add-entity-to-threat-intelligence.md

@@ -10,7 +10,7 @@ appliesto:
     - Microsoft Sentinel in the Azure portal
 ms.collection: usx-security
 
-#Customer intent: [AI]As a security analyst, I want to add entities to threat intelligence so that I can track and manage indicators of compromise effectively during incident investigations.
+#Customer intent: As a security analyst, I want to add entities to threat intelligence so that I can track and manage indicators of compromise effectively during incident investigations.
 ---
 
 # Add entities to threat intelligence in Microsoft Sentinel

articles/sentinel/ama-migrate.md

@@ -7,7 +7,7 @@ ms.date: 10/01/2024
 ms.author: yelevin
 
 
-#Customer intent: As a security operations manager, I want to migrate from the Log Analytics Agent to the Azure Monitor Agent so that I can maintain support for my Microsoft Sentinel deployment, while benefiting (sp?) from improved performance and new features.
+#Customer intent: As a security engineer, I want to migrate from the Log Analytics Agent to the Azure Monitor Agent so that we can maintain support for our Microsoft Sentinel deployment, while benefiting from improved performance and new features.
 
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articles/sentinel/anomalies-reference.md

@@ -7,7 +7,7 @@ ms.date: 03/17/2024
 ms.author: yelevin
 
 
-#Customer intent: [AI]As a security analyst, I want to understand the types of anomalies detected by machine learning models in my SIEM solution so that I can effectively monitor and respond to potential security threats.
+#Customer intent: As a security analyst, I want to understand the types of anomalies detected by machine learning models in my SIEM solution so that I can effectively monitor and respond to potential security threats.
 
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articles/sentinel/audit-track-tasks.md

@@ -7,7 +7,7 @@ ms.topic: how-to
 ms.date: 05/08/2023
 
 
-#Customer intent: [AI]As a SOC manager, I want to audit and track changes to incident tasks so that I can evaluate the effectiveness of task assignments and improve SOC efficiency.
+#Customer intent: As a SOC manager, I want to audit and track changes to incident tasks so that I can evaluate the effectiveness of task assignments and improve SOC efficiency.
 
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articles/sentinel/bring-your-own-ml.md

@@ -8,7 +8,7 @@ ms.author: yelevin
 ms.custom: devx-track-azurecli
 
 
-#Customer intent: [AI]As a security engineer, I want to build and integrate custom machine learning models into my security operations platform so that we can detect and respond to threats specific to our organization's environment.
+#Customer intent: As a security engineer, I want to build and integrate custom machine learning models into my security operations platform so that we can detect and respond to threats specific to our organization's environment.
 
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articles/sentinel/cef-syslog-ama-overview.md

@@ -8,7 +8,7 @@ ms.custom: linux-related-content
 ms.date: 07/12/2024
 
 
-#Customer intent: [AI]As a security engineer, I want to collect Syslog and CEF messages from various devices, either directly or using a centralized log forwarder, so that I can efficiently monitor and respond to security threats.
+#Customer intent: As a security engineer, I want to collect Syslog and CEF messages from various devices, either directly or using a centralized log forwarder, so that I can efficiently monitor and respond to security threats.
 
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articles/sentinel/connect-aws.md

@@ -7,7 +7,7 @@ ms.topic: how-to
 ms.date: 01/31/2024
 
 
-#Customer intent: [AI]As a security engineer, I want to connect AWS service logs to Microsoft Sentinel so that analysts can centralize log management and enhance threat detection capabilities.
+#Customer intent: As a security engineer, I want to connect AWS service logs to Microsoft Sentinel so that analysts can centralize log management and enhance threat detection capabilities.
 
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articles/sentinel/connect-azure-active-directory.md

@@ -7,7 +7,7 @@ ms.date: 05/13/2024
 ms.author: yelevin
 
 
-#Customer intent: [AI]As a security analyst, I want to stream Microsoft Entra logs into Microsoft Sentinel so that I can monitor and analyze sign-in activities, audit logs, and provisioning logs for enhanced security and threat detection.
+#Customer intent: As a security engineer, I want to stream Microsoft Entra logs into Microsoft Sentinel so that analysts can monitor and analyze sign-in activities, audit logs, and provisioning logs for enhanced security and threat detection.
 
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articles/sentinel/connect-azure-functions-template.md

@@ -7,7 +7,7 @@ ms.date: 06/05/2023
 ms.author: yelevin
 
 
-#Customer intent: [AI]As a security analyst, I want to use Azure Functions to connect Microsoft Sentinel to my data sources so that I can automate the ingestion of logs and enhance threat detection capabilities.
+#Customer intent: As a security engineer, I want to use Azure Functions to connect Microsoft Sentinel to my data sources so that I can automate the ingestion of logs and enhance threat detection capabilities.
 
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articles/sentinel/connect-azure-stack.md

@@ -7,7 +7,7 @@ ms.date: 11/09/2021
 ms.author: yelevin
 
 
-#Customer intent: [AI]As a security analyst, I want to connect Azure Stack Hub virtual machines to Microsoft Sentinel so that I can efficiently monitor and manage security threats across my hybrid cloud environment.
+#Customer intent: As a security engineer, I want to connect Azure Stack Hub virtual machines to Microsoft Sentinel so that analysts can efficiently monitor and manage security threats across our hybrid cloud environment.
 
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