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Microsoft Purview for AI

Microsoft's enterprise data security and compliance platform that provides comprehensive governance, protection, and risk management for AI applications including Microsoft 365 Copilot, Security Copilot, and other generative AI tools.

Starting at$57/user/month
Visit Microsoft Purview for AI →
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Overview

Microsoft Purview for AI is a Security & Privacy enterprise governance platform that provides comprehensive data security, compliance, and risk management for AI applications including Microsoft 365 Copilot, Security Copilot, and third-party generative AI tools, with pricing available through Microsoft 365 E5 enterprise licensing. It targets large enterprises, regulated industries, and IT security teams that need to safely deploy generative AI without leaking sensitive data or violating compliance mandates.

Built on Microsoft's broader Purview compliance suite, the platform combines three pillars: Data Security Posture Management (DSPM) for AI, which surfaces risky AI prompts and oversharing risks; sensitivity-label-aware protections that travel with AI-generated content; and Communication Compliance plus eDiscovery integrations that capture Copilot interactions for regulatory review. Administrators can detect when employees paste confidential information into ChatGPT, Google Gemini, or DeepSeek, apply Data Loss Prevention (DLP) policies that block restricted prompts, and audit every Copilot response across Microsoft 365. The platform supports more than 300 sensitive information types out of the box and integrates with Microsoft Defender for Cloud Apps to govern over 100 generative AI services.

Compared to the other Security & Privacy and AI governance tools in our directory of 870+ AI tools, Microsoft Purview is uniquely positioned for organizations already standardized on Microsoft 365 and Entra ID — its protections extend natively into Copilot, Outlook, Teams, and SharePoint without additional connectors. Standalone competitors like Nightfall AI, Lakera Guard, or Prompt Security may offer faster deployment for non-Microsoft stacks, but Purview's deep integration with Microsoft 365 E5 entitlements, Insider Risk Management, and Compliance Manager makes it the de facto choice for Fortune 500 IT teams already managing 10,000+ seat Copilot rollouts.

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Key Features

Data Security Posture Management (DSPM) for AI+

A unified dashboard that surfaces risky AI interactions across Microsoft 365 Copilot and 100+ third-party generative AI apps. It highlights sensitive data exposures, oversharing risks, and high-risk users in near real time, and links each signal back to the underlying prompt, user, and source document for one-click remediation.

Sensitivity Labels and Encryption Inheritance+

Microsoft Information Protection labels applied to source documents are automatically inherited by Copilot-generated content such as summaries, emails, and Word drafts. Encryption and usage rights travel with the AI output, so a 'Confidential' source file produces a 'Confidential' Copilot response — preventing inadvertent declassification.

DLP Policies for AI Prompts and Responses+

Purview Data Loss Prevention policies extend to Copilot and to browser-based interactions with external AI tools. Admins can block, warn, or audit when 300+ built-in sensitive information types — credit cards, source code, health records — are submitted as prompts to ChatGPT, Gemini, or DeepSeek, with policy tips shown to end users.

Communication Compliance and eDiscovery for Copilot+

Every Copilot prompt and response is logged in the user's Exchange mailbox, making it searchable through eDiscovery (Premium) and reviewable via Communication Compliance. Legal teams can place AI interactions on hold for litigation, while compliance teams use ML classifiers to flag harassment, insider trading, or regulatory violations in AI conversations.

Insider Risk Management Integration for AI+

Purview correlates Copilot usage anomalies — large-scale prompts about customer data, summarization of sensitive HR files, off-hours Copilot activity — with existing insider risk signals from Microsoft 365 and Entra ID. Adaptive Protection can then automatically tighten DLP and access policies for high-risk users without manual intervention.

Pricing Plans

Microsoft 365 E5

$57/user/month

  • ✓Full Purview AI governance suite included
  • ✓DSPM for AI dashboard
  • ✓Sensitivity labels and encryption inheritance
  • ✓DLP policies for AI prompts and responses
  • ✓Communication Compliance for Copilot
  • ✓eDiscovery (Premium) for Copilot interactions
  • ✓Insider Risk Management for AI usage
  • ✓Compliance Manager AI assessments
  • ✓Audit logs for prompts and responses
  • ✓Third-party generative AI app discovery via Defender for Cloud Apps

E5 Compliance Add-on

$12/user/month

  • ✓Add-on for Microsoft 365 E3 customers
  • ✓DSPM for AI dashboard
  • ✓Sensitivity labels and encryption inheritance
  • ✓DLP policies for AI prompts and responses
  • ✓Communication Compliance for Copilot
  • ✓eDiscovery (Premium) for Copilot interactions
  • ✓Insider Risk Management for AI usage
  • ✓Compliance Manager AI assessments
  • ✓Audit logs for prompts and responses

Microsoft 365 Copilot

$30/user/month

  • ✓Required separately for Copilot access
  • ✓Microsoft 365 Copilot across Word, Excel, PowerPoint, Outlook, and Teams
  • ✓Copilot Studio for custom agent building
  • ✓Purview governance applies when paired with E5 or E5 Compliance add-on
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Best Use Cases

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Fortune 500 enterprises rolling out Microsoft 365 Copilot to 10,000+ users who need to prevent oversharing of confidential SharePoint and OneDrive content before going wide

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Regulated financial services and healthcare organizations that must capture every Copilot prompt and response for FINRA, HIPAA, or EU AI Act audit readiness

🔧

Security teams investigating shadow AI usage — discovering which employees are pasting source code or customer data into ChatGPT, Gemini, or DeepSeek via browser extensions

🚀

Legal and HR departments using eDiscovery (Premium) to place Copilot interactions on legal hold during litigation, regulatory investigations, or workplace misconduct cases

💡

IT governance teams applying sensitivity labels and encryption that automatically propagate from source files into Copilot-generated emails, summaries, and Word documents

🔄

Insider Risk programs correlating AI prompt anomalies (e.g., a departing employee summarizing customer lists via Copilot) with HR and identity signals to trigger Adaptive Protection

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Microsoft Purview for AI doesn't handle well:

  • ⚠Most AI-specific capabilities require Microsoft 365 E5 or the E5 Compliance add-on, putting it out of reach for SMBs without enterprise licensing
  • ⚠Protections for non-Microsoft LLMs (Bedrock, Vertex, OpenAI API, self-hosted models) are shallower than for Microsoft 365 Copilot and rely on Defender for Cloud Apps signals
  • ⚠Initial setup of DSPM for AI, DLP policies, and sensitivity labels typically requires multiple weeks and coordination across Purview, Entra, and Defender admin portals
  • ⚠Some newer features such as Adaptive Protection for AI and certain DSPM insights have phased regional rollout and are not yet generally available everywhere
  • ⚠Real-time prompt-injection defense and runtime LLM guardrails are limited compared to specialist AI-security platforms like Lakera Guard or Prompt Security

Pros & Cons

✓ Pros

  • ✓Native, agentless integration with Microsoft 365 Copilot, Security Copilot, and Copilot Studio — no separate connectors required for organizations on E5 licensing
  • ✓DSPM for AI dashboard provides one-click discovery of risky prompts across both Microsoft Copilot and 100+ third-party AI apps including ChatGPT, Gemini, and DeepSeek
  • ✓Sensitivity labels applied to source documents are automatically inherited by Copilot-generated responses, preventing accidental oversharing of confidential data
  • ✓Built-in regulatory templates in Compliance Manager cover EU AI Act, NIST AI RMF, ISO 42001, and 300+ other frameworks for enterprise audit readiness
  • ✓Tight integration with Microsoft Entra ID, Defender XDR, and Insider Risk Management means existing identity and threat signals enrich AI governance
  • ✓eDiscovery and Communication Compliance capture full Copilot prompt/response history for legal hold and HR investigations

✗ Cons

  • ✗Effectively requires a Microsoft 365 E5 or E5 Compliance add-on subscription, making per-user costs significantly higher than standalone AI security tools
  • ✗Configuration complexity is high — full DSPM for AI deployment typically requires multiple admin roles across Purview, Entra, and Defender portals
  • ✗Coverage outside the Microsoft ecosystem is shallower; protecting AWS Bedrock, Google Vertex AI, or self-hosted LLMs requires additional Defender for Cloud Apps tuning
  • ✗Some advanced features like Adaptive Protection for AI and certain DSPM signals are still rolling out and gated by region or licensing tier
  • ✗The learning curve for non-Microsoft-shop security teams is steep, with documentation spread across Purview, Defender, and Microsoft 365 admin centers

Frequently Asked Questions

Does Microsoft Purview for AI work with non-Microsoft AI tools like ChatGPT or Gemini?+

Yes. Through its integration with Microsoft Defender for Cloud Apps, Purview discovers and governs more than 100 third-party generative AI services including ChatGPT, Google Gemini, Anthropic Claude, and DeepSeek. The browser-based DLP extension can detect and block sensitive data — such as financial records or PII matching one of 300+ classifiers — from being pasted into these external AI apps. However, the deepest controls (sensitivity-label inheritance, full prompt auditing) are reserved for Microsoft 365 Copilot and Security Copilot.

What licensing is required to use Purview's AI protections?+

Microsoft Purview's AI capabilities are primarily licensed through Microsoft 365 E5, the E5 Compliance add-on, or the standalone Microsoft Purview suite. Microsoft 365 Copilot itself is a separate $30/user/month add-on, and Purview governance for Copilot interactions generally requires an E5-equivalent compliance entitlement. Some lighter capabilities — like basic audit logs — are available in lower tiers, but DSPM for AI, Insider Risk for AI, and Communication Compliance for Copilot need premium licensing. Organizations should review the Purview AI licensing matrix on Microsoft Learn before deployment.

How does DSPM for AI help with Copilot oversharing risks?+

Data Security Posture Management for AI provides a centralized dashboard showing which Copilot prompts touched sensitive data, which users are generating risky interactions, and which SharePoint sites have oversharing risk. It uses Microsoft's 300+ built-in sensitive information types plus trainable classifiers to flag exposures in real time. Admins can drill from a high-risk signal directly into the underlying prompt, the user's Insider Risk score, and the source document — then apply auto-labeling or DLP policies to remediate. This is critical because Copilot can surface any document the user has access to, including over-permissioned files.

Can Purview capture Copilot conversations for eDiscovery and legal hold?+

Yes. Copilot interactions are captured in the user's mailbox and exposed through both Microsoft Purview eDiscovery (Premium) and Communication Compliance. Legal teams can place users on hold, search Copilot prompts and responses alongside Teams messages and email, and export results for litigation review. Communication Compliance can also automatically flag Copilot interactions that contain harassment, regulatory violations, or insider trading language using machine learning classifiers. This makes Purview one of the only AI governance platforms with native legal-hold support for generative AI.

How does Microsoft Purview compare to dedicated AI security startups like Lakera or Nightfall?+

Based on our analysis of 870+ AI tools, Purview's strength is breadth and native integration — it covers data classification, DLP, insider risk, eDiscovery, and compliance reporting in one suite tied to Microsoft 365. Specialist tools like Lakera Guard or Prompt Security typically focus narrowly on prompt-injection defense or AI-runtime policy and can deploy on any LLM or cloud, including self-hosted models. If your stack is Microsoft 365 + Copilot, Purview is almost certainly the better fit; if you're protecting custom LLM applications across AWS or GCP, a specialist may deploy faster with deeper runtime controls.
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What's New in 2026

Microsoft has continued expanding Purview's AI governance footprint through 2025-2026, including general availability of DSPM for AI, expanded coverage of 100+ third-party generative AI apps (including DeepSeek and additional regional LLMs), new Compliance Manager templates aligned to the EU AI Act and ISO 42001, deeper Adaptive Protection signals tied to Copilot prompt anomalies, and broader integration of Purview controls into Copilot Studio and Security Copilot agents.

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