Governance Risk Summary
Team Governance Risk Summary
Recurring dashboard integrity patterns detected by the 77 Rules Engine.
Workspace reviewed
- Dashboards reviewed: 8
- Date range: Current workspace sample
- Review type: Automated dashboard integrity scoring
Summary
The 77 Rules Engine detected recurring integrity issues across multiple dashboards in this workspace. These patterns suggest the team may need a shared review standard, not just one-off dashboard fixes.
Software has flagged the pattern. A Guided Dashboard Integrity Pilot is recommended to help interpret the findings, prioritize remediation, and build a reusable team review standard.
Recurring patterns detected
Repeated findings across dashboard families.
| Rule | Pattern | Occurrences | Why this matters |
|---|---|---|---|
| Rule 4 | Selected time window changes interpretation | 5 | Leadership may overstate trend strength. |
| Rule 12 | Comparison group is not clearly defined | 4 | Executives may compare unlike segments. |
| Rule 19 | Metric label lacks decision context | 5 | Readers may confuse activity with performance. |
Software conclusion
The software has identified recurring dashboard integrity patterns.
Recommended next step
A Guided Dashboard Integrity Pilot is recommended to determine which findings materially affect executive interpretation and to create a reusable team review standard.
Share governance findings with your BI leader
We are seeing recurring dashboard integrity findings across multiple dashboards. The software has flagged the pattern. I recommend we use a guided pilot to determine which findings matter, what to fix first, and whether this should become part of our team review standard.