# Powerbi AI Data Quality Business Impact

> Use when data quality issues must be translated into business impact on KPIs, reports, process decisions, certification readiness, and operational actions.

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

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# Power BI AI Data Quality to Business Impact

Use this skill to make data quality actionable.

## Impact Areas

- Missing keys, duplicate master data, invalid dates, orphan facts, stale records, and wrong units.
- KPI distortion, report trust risk, process impact, and financial exposure.
- Affected Process Owners, Data Stewards, source systems, and remediation owners.
- Certification blockers and retest criteria.

## Output Requirements

- Produce DQ issue, affected KPIs, estimated impact, owner, remediation, and retest plan.
- Distinguish measured impact from estimated impact.