ProofPilot BI
From KPI Movement to Evidence-Backed Action
This is a prototype entitlement layer for BI access only and is not a real authentication system.
- view_kpi_summary✓
- view_driver_analysis✗
- view_evidence✓
- view_lineage✗
- view_detailed_data✗
- view_customer_level_data✗
Demo only — this is not a production identity or authorization system.
Revenue
$650,500
Orders
3,620
Conversion Rate
0.28%
Average Order Value
$179.70
Customer Churn
1.50%
The KPI pattern is coherent enough to support a probable, evidence-backed explanation.
No material changes were flagged in this period.
The deterministic BI analysis is still available and remains the source of truth for KPI movement and driver evidence.
Use the calculated KPI movement, confidence values, and driver contributions from the dashboard to interpret performance.
- Review the KPI cards and driver panel.
- Check confidence, freshness, and uncertainty before acting.
- Refresh data sources if the scenario indicates low confidence or thin history.
- Freshness: weak
- History: strong
- Cross-source agreement: strong
KPI summary and business-impact view remain available to the executive role.
Detailed driver analysis, evidence lineage, and customer-level data are withheld by entitlement policy.
Insufficient historical baseline. The data window is too short to assess material movement confidently.