How we would approach it
- Agree metric definitions and ownership
- Connect approved sources
- Model quality and lineage
- Deliver views, alerts and narrative summaries
Service
Data and Decision Intelligence
Leaders spend time reconciling spreadsheets and reports yet still lack a trusted view of operational performance.
Designed outcomes
- One governed KPI layer
- Faster exception detection
- Less manual reporting
- Clearer planning conversations
Human control and limitations
Natural-language answers are constrained to governed metrics and show definition, period and source context.
Measures that matter
Success measures are agreed during discovery and baselined before automation begins.
- Reporting effort
- Data freshness
- Exception response time
- Metric reconciliation
Make it operational
Discuss this use case
We will test fit, constraints and a responsible pilot path.