Power BI Planning Readiness Score
Use this skill before allowing autonomous planning to drive decisions.
Score dimensions
- data completeness
- order-to-invoice matching
- backlog snapshot availability
- forecast backtest quality
- bias control
- grain coverage
- constraint coverage
- human override tracking
- action tracking
- planning memory
Workflow
- Inspect available model fields, forecast CSVs, quality outputs, and memory/action files.
- Score each dimension from 0 to 100.
- Assign overall readiness:
manual_only: 0-39assisted: 40-59controlled_autonomy: 60-79autonomous_ready: 80-100
- List blockers and the next highest-leverage improvement.
Required outputs
dimensionscorestatusevidenceblockerrecommended_next_step
Guardrails
- Do not mark autonomous-ready without historical backtests and snapshot coverage.
- Penalize missing constraints even when the revenue forecast looks accurate.