powerbi-ai-action-effectiveness-learning

name	powerbi-ai-action-effectiveness-learning
description	Use when learning which Power BI-generated actions actually improved KPIs, closed exceptions, created ROI, or should change future recommendations.

Power BI AI Action Effectiveness Learning

Use this skill to close the learning loop after actions.

Learning Fields

• Recommended action, owner, due date, expected impact, and confidence.
• Whether action was executed, delayed, rejected, or escalated.
• KPI before/after, retest condition, financial impact, and recurrence.
• Patterns that improve future recommendations.

Output Requirements

• Produce action effectiveness score, lessons learned, recommendation changes, and ROI evidence.
• Do not claim effectiveness without before/after or counterfactual evidence.