compliance
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Troubleshooting AI Features in Microsoft Purview: Diagnose and Fix the Most Common AI Issues
A practical troubleshooting guide for AI features in Microsoft Purview. Diagnose and fix classifier accuracy drops, adaptive protection gaps, Copilot query failures, and model drift before they impact compliance. Written by Reza Rafati.
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Prompt Engineering for Security Copilot in Microsoft Purview: Get Precise Answers Every Time
A practical guide to writing effective prompts for Microsoft Security Copilot in Purview. Learn the syntax, structure, and patterns that return precise investigation results instead of noise. Includes real prompt examples and common mistakes. Written by Reza Rafati.
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Responsible AI Governance: How Microsoft Purview Audits and Controls AI Workloads
Learn how to use Microsoft Purview for responsible AI governance. Audit every AI decision, detect classifier bias, enforce human review checkpoints, and apply compliance controls to Copilot and AI workloads. Written by Reza Rafati.
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Insider Risk Management in Microsoft Purview: Setting Up Your First Policy
Learn how to configure insider risk management in Microsoft Purview. Set up your first policy using built-in templates for data theft by departing users, data leaks, and risky browsing, and understand how to triage alerts without overwhelming your team.
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How to Search and Investigate with the Audit Log in Microsoft Purview
Learn how to use the unified audit log in Microsoft Purview to investigate user activity, track security incidents, and build audit trails. Practical guide to searching, filtering, and exporting audit records for compliance and security investigations.
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eDiscovery in Microsoft Purview: How to Create a Case, Place Holds, and Export Data
A practical guide to Microsoft Purview eDiscovery. Learn how to create an eDiscovery case, place legal holds on custodian data, run searches across Exchange and SharePoint, review results, and export data for legal proceedings or investigations.
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How to Build and Use Trainable Classifiers in Microsoft Purview
Learn how to create trainable classifiers in Microsoft Purview to identify resumes, contracts, source code, and other document types that sensitive info types miss. Step-by-step guide to seeding, training, testing, and deploying classifiers for auto-labeling.
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Retention Policies and Retention Labels in Microsoft Purview: When to Keep and When to Delete
Learn how to configure retention policies and retention labels in Microsoft Purview to manage your data lifecycle. Understand when to preserve data for compliance and when to automatically delete it to reduce risk and storage costs.
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10 Common Microsoft Purview Configuration Mistakes and How to Fix Them
Practical troubleshooting guide for the most common Microsoft Purview configuration mistakes. Fix labels not appearing, DLP policies not blocking, permissions errors, scan failures, and auto-labeling delays with clear step-by-step solutions.
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How to Set Up Your First Data Loss Prevention Policy in Microsoft Purview
A step-by-step guide to creating your first DLP policy in Microsoft Purview. Learn how to use built-in templates, scope policies to Exchange and SharePoint, run in simulation mode, and tune alerts before enforcing protection across your Microsoft 365 environment.