Direct answer: A useful Power BI governance dashboard should cover estate inventory, ownership, activity and adoption, inactivity and lifecycle, access and sensitivity, refresh and operational health, performance, and exceptions. Every page should show scope, evidence period, refresh status, data source, and the accountable action—not just counts.
Governance dashboards fail when they become a collection of impressive tenant totals. “2,418 reports” is not an operating decision. “187 active reports have no accountable business owner, grouped by domain and assigned to a review queue” is actionable.
Recommended dashboard pages
1. Estate overview
Show workspaces, reports, semantic models, apps, owners, domains, capacities, endorsements, labels, and current lifecycle status. Separate current inventory from historical activity so quiet items do not disappear.
2. Ownership and accountability
Track missing business owners, missing technical stewards, departed contacts, concentration of ownership, overdue reviews, and transfer status. Microsoft emphasizes that clear ownership improves support, feedback, enhancement requests, and access workflows.
3. Adoption and audience
Show views, unique viewers, repeat use, intended-audience reach, recency, and trend. Publish the retention period and collection limitations. Avoid ranking teams on raw views without adjusting for audience size and report frequency.
4. Inactivity and lifecycle
Present candidates for review, not “reports to delete.” Include last activity, inactivity duration, owner, exception, replacement, dependency status, proposed action, and approval. Link to a documented archive and recovery workflow.
5. Access, sensitivity, and endorsement
Summarize labels, endorsement, workspace roles, anomalous access patterns, and policy exceptions according to what your authorized sources expose. Keep personal activity access restricted and aligned with organizational policy.
6. Operational health and performance
Use refresh status, stale data signals, gateways, capacity indicators, and report opening performance to prioritize investigation. Keep report diagnostics separate from portfolio prioritization.
7. Exception queue
List failed collections, stale scans, missing credentials, unmapped owners, overdue decisions, and policy breaches. Assign every exception an owner, due date, severity, and resolution status.
Metrics that need explicit definitions
| Metric | Definition to publish |
|---|---|
| Active report | Qualifying event, source, and period |
| Unique viewer | Identity rule and privacy treatment |
| Repeat use | Minimum distinct days or periods |
| Unowned | Which owner or contact fields count |
| Stale | Expected update or review frequency |
| Slow | Opening event, statistic, sample threshold, and period |
Put action next to evidence
Every exception should lead to a named workflow: assign owner, investigate, promote, improve, consolidate, archive, retire, or accept an exception until a review date.
For a measurement foundation, see Power BI adoption metrics. For the operating inputs, use the usage monitoring requirements checklist.
Frequently asked questions
What should a Power BI governance dashboard include?
Include inventory, ownership, adoption, inactivity, lifecycle, access and sensitivity, operational health, performance, and an accountable exception queue.
Is a Power BI usage dashboard the same as a governance dashboard?
No. Usage is one evidence category. Governance also needs current inventory, ownership, policy, risk, lifecycle, data quality, and action tracking.
Who should own the Power BI governance dashboard?
A Fabric administrator or center-of-excellence team may operate it, but business and technical owners must own the decisions routed from it.
Primary sources
- Microsoft Learn: Tenant-level auditing and monitoring
- Microsoft Learn: Metadata scanning overview
- Microsoft Learn: Content ownership and management
See a decision-oriented usage model
UsageVault is designed around the portfolio questions platform owners act on: what exists, what is used, by whom, how it performs, and what needs review.