# Powerbi AI Insight Confidence

> Use when AI/KI insights need confidence scoring based on data coverage, KPI maturity, semantic model validation, test status, source freshness, lineage, and evidence quality.

- Skill: `rweisssieker-xp/powerbi-ai-insight-confidence` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/powerbi-ai-insight-confidence`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/powerbi-ai-insight-confidence/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/powerbi-ai-insight-confidence

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# Power BI AI Insight Confidence

Use this skill whenever AI produces an insight, explanation, or recommendation.

## Confidence Factors

- Data coverage and completeness.
- Source freshness and refresh status.
- KPI certification maturity.
- Semantic model validation.
- DAX/Power Query test status.
- RLS/security context.
- Evidence and reconciliation quality.
- Contradictory signals or data gaps.

## Output Requirements

- Score confidence 0-100 with reasons.
- Include blockers and next evidence to raise confidence.