# AI Dashboard Specification

Define a dashboard around decisions and actions instead of accumulating charts.

## Best for
- Executives
- RevOps
- Operations

## Decision
- [ ] Who uses the dashboard?
- [ ] What decision should it improve?
- [ ] How often?

## Metrics
- [ ] Metric name
- [ ] Definition
- [ ] Source
- [ ] Owner
- [ ] Target

## Exceptions
- [ ] What requires attention?
- [ ] Threshold
- [ ] Owner
- [ ] Next action

## Trust
- [ ] Freshness
- [ ] Source system
- [ ] Reconciliation method
- [ ] Known limitations

## Related UbiGrowth resources
- https://www.ubigrowth.ai/resources/ai-dashboards
- https://www.ubigrowth.ai/resources/ai-business-operating-systems

Use this template as a planning aid. Adapt approvals, controls, and review requirements to the consequences of the workflow.