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Microsoft Purview Compliance Analytics: Reports & Real-World Insights

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Microsoft Purview Compliance Analytics: Reports & Real-World Insights

If you’re an SMB IT pro responsible for SharePoint and Copilot, you’re already juggling projects, permissions, and production incidents. You don’t need another tool, you need ANSWERS: Where is sensitive data stored? Who touched it? Which policies are working, and which are just noise?

Microsoft Purview compliance analytics can tell you where sensitive data lives and what to fix quickly, and in a format, you can share with leadership or auditors without spending weekends exporting CSVs.

This guide shows you how to use Purview’s insights to make practical, data‑driven decisions for SharePoint and Microsoft 365 Copilot. We’ll walk through the dashboards that matter, the signals to trust, and the simplest path to get those signals into Power BI when you want deeper analysis.

Security Posture: Let Compliance Manager Tell You What to Fix First

Compliance Manager Scoring

The clearest place to begin is Compliance Manager dashboard, a risk‑based dashboard that distills hundreds of controls into a single compliance score. That score isn’t a vanity metric; it’s tied to prioritized “improvement actions” so you can move the number by doing the work that lowers risk fastest. For a resource‑constrained SMB, this turns “boil the ocean” into a sequenced to‑do list.

Use the overview to establish your baseline9, then drill into action categories that align with your SharePoint and Copilot rollout. If your score shows gaps around data classification, harden label publishing and auto‑labeling. If DLP is the weak link, switch focus to rules and alert tuning. Treat the score as your north star for quarterly planning; it’s the one number execs tend to remember.

Practical KPIs you can defend to auditors and executives

Focus on KPIs that show both protection and productivity:

  • Label adoption in SharePoint and OneDrive (percentage of items with a business‑appropriate label), paired with the rate of label downgrades.
  • DLP incident rate per 1,000 active users and mean time‑to‑close, trended monthly.
  • Copilot interactions referencing sensitive labels versus total interactions, with a goal to drive the ratio down as users adopt better sharing patterns.
  • Audit coverage: percent of target services under explicit retention policy and the oldest retrievable record age.

Data Visibility and SharePoint Data Protection

See what’s actually happening to files: Activity Explorer

Activity Explorer is your operational lens. It aggregates events from audit logs, label applied, label changed, auto‑label simulations, and even file reads, across SharePoint, OneDrive, Exchange, and Office apps.

Filter by location to isolate SharePoint sites and OneDrive libraries, then trend “label downgraded” or “removed” events to spot risky behavior that policy tips might not catch. Run auto‑label simulations before enforcing preview impact without disruption.

If you don’t currently have advanced Purview licensing, you can still pilot these insights by enabling the 90‑day Purview solutions trial and validating value with a limited scope of sites. That’s the most budget‑friendly route for SMBs to prove the case.

Find hotspots before incidents: Content Explorer for SharePoint

When leadership asks, “where does sensitive data actually live?”, Content Explorer answers with evidence. It lets authorized reviewers browse by sensitivity label or sensitive information types and drill into items by location. This is invaluable for triaging oversharing in SharePoint or reviewing Copilot readiness. Access is intentionally strict, use the built‑in Content Explorer List viewer and Content Explorer Content viewer roles to separate “can see locations” from “can see item contents.” Keep those memberships tight to reduce insider risk and audit questions later.

Measure prevention, not just detection: Data Loss Prevention (DLP) analytics

DLP should be tuned, not merely turned on. In Purview, DLP includes an Activity Explorer view tailored to DLP events with filters that spotlight policy matches, overrides, and false positives. Out of the box you’ll see the most recent 30 days, which is enough to identify noisy rules, retrain users with targeted tips, and validate whether SharePoint‑specific conditions (like external sharing) are truly being caught.

Purview DLP alert management dashboard

For investigations and operations, the DLP Alert management dashboard centralizes incident triage so you can review patterns instead of clicking through individual emails and files.

If Power BI is part of your analytics culture, remember that Purview DLP now extends to Microsoft Fabric and Power BI workspaces, enabling consistent policy logic across BI assets as well as SharePoint content. Plan capacity accordingly because some DLP capabilities require Premium workspaces.

Ensuring Regulatory Compliance: Audit Insights and Retention

Every meaningful decision eventually runs through audit evidence. Purview Audit (Standard) lets you search unified audit records for 180 days, while Audit (Premium) adds retention policies up to 10 years, higher‑value events, and faster access to logs; capabilities that matter when contractual or regulatory duties extend beyond the default window.

Use the newer search experience for saved searches and faster queries, and configure retention policies based on services, users, or activities so long‑term storage is deliberate and cost‑conscious.

For practical operations, set a weekly ritual: export a slice of key SharePoint and Copilot events, review spikes, and track mean time‑to‑close for DLP alerts. This habit builds muscle memory for incident response and produces an audit trail of your governance program’s effectiveness.

AI Governance with Copilot and Purview: Guardrails and Visibility

Copilot can make relevant content easier to discover; that’s a gift and a governance challenge. Purview provides several controls and reports tailored to AI interactions:

  • Copilot & sensitivity labels. Copilot honors Microsoft Purview sensitivity labels, including encryption usage rights; users without the right to extract content won’t see that content in responses. This tight alignment between labeling and AI access is the foundation of AI‑safe collaboration.
  • DLP for Microsoft 365 Copilot. There’s a dedicated Microsoft 365 Copilot policy location in Purview DLP. Use it to prevent items with specific sensitivity labels from being processed during response summarization. The item may remain cited for transparency, but its protected contents won’t power the response.
  • DSPM for AI (Data Security Posture Management). In the Purview portal, the AI view surfaces recommendations and reports such as total interactions over time, top labels referenced in Copilot prompts, and potential risky usage. One‑click policies help you secure Copilot quickly, and detailed Activity Explorer views let you audit AI interactions forensically.
  • Auditing AI interactions. Copilot‑related user and admin activities are logged in the unified audit log, so you can discover, retain, and investigate AI usage alongside your broader M365 evidence.

The net effect is straightforward: keep labels meaningful and widely adopted, aim DLP where it matters, and use DSPM reports to prove that Copilot usage remains inside your organization’s risk appetite.

SharePoint‑centric signals worth watching

Purview sensitivity labels

For SharePoint owners, a few patterns consistently predict trouble. Watch the trend of “Applied/Changed/Removed sensitivity label” events for document libraries where oversharing occurs; sudden spikes in downgrades often precede incidents.

Site and group sensitivity labels on Purview

Use site and group sensitivity labels to control external sharing and conditional access at the container level, then confirm in reports that activity aligns with the intended access model. Finally, correlate DLP matches with sites that allow “anyone” links to verify whether policy is compensating for permissive sharing or just generating noise.

Advanced Reporting and Analytics: Power BI Integration with Purview

Most SMBs can live in Purview’s native dashboards. When you need a custom “Compliance Insights Hub,” you have two pragmatic data paths:

  1. Use Microsoft 365 audit data. Export audit records using the Office 365 Management Activity API or Purview’s export experience, land them in a storage or database target, and model them in Power BI. This gives you long‑term trends across SharePoint, OneDrive, Teams, and Copilot without reinventing the wheel.
  2. Add Power BI activity telemetry. For Power BI‑specific usage, pull the Power BI ActivityEvents via the REST API to a blob or SQL store and build usage governance on top. Remember that ActivityEvents retains about 30 days of history, so combine it with Microsoft 365 audit where you need a longer view.

While you’re at it, govern the analytics layer itself: apply Purview sensitivity labels to Power BI content and consider DLP for Fabric/Power BI to create consistent protections from source to semantic model to report.

A cost‑savvy 30‑60‑90 plan for SMBs

In your first 30 days, enable auditing, review Compliance Manager for a baseline, and turn on the Purview trial if you need advanced insights. In days 31‑60, formalize label strategy, simulate auto‑labeling, and tune DLP with a tight feedback loop between Activity Explorer and incident reviews. By day 90, export a minimal set of audit events and DLP alerts to Power BI for trend reporting, and light up DSPM’s Copilot reports to validate that AI is accelerating work without increasing exposure. You’ll have baseline Microsoft Purview compliance analytics in Power BI plus repeatable Audit insights for SMB IT.

Your Path Forward with Purview Analytics

Purview isn’t just a console; it’s your operating system for compliance signals. Compliance Manager tells you what to fix first, Activity and Content Explorer show where and how data is handled, DLP reports prove whether your guardrails work, and Audit preserves the evidence.

For Copilot, DSPM turns AI governance into a set of clear recommendations and measurable reports. Start with the built‑ins, export what you need to Power BI when the questions get sophisticated and keep your posture and productivity moving in the same direction.

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Frequently Asked Questions

Do we need E5 for all of this?

Not for everything, but some analytics, like deeper Activity Explorer insights and longer audit retention, are associated with advanced Purview capabilities. If you don’t have them, use the 90‑day Purview trial to prove value and scope costs before you commit.

Will Copilot expose sensitive data?

Copilot respects sensitivity labels and encryption. With DLP’s Copilot policy location you can exclude highly sensitive items from being processed in responses. Pair that with DSPM’s AI reports and you’ll both prevent and verify appropriate AI behavior.

Can we get everything into one dashboard?

Yes, export unified audit data and selective Purview signals to a store your BI team trusts, then model a curated star schema in Power BI. Add Power BI ActivityEvents for usage specificity and apply labels/DLP to the BI assets themselves.

Request a compliance check today to secure your data.
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