powerbi-root-cause-hypothesis-generator

name	powerbi-root-cause-hypothesis-generator
description	Use when industrial KPI changes need candidate root-cause hypotheses across ATP, supplier, production, credit block, master data, transport, invoice block, pricing, quality, maintenance, or demand changes.

Power BI Root Cause Hypothesis Generator

Use this skill when the dashboard must explain why a KPI moved.

Hypothesis Pattern

1. Define symptom, time window, comparison baseline, and affected scope.
2. Generate candidate hypotheses from process knowledge and source-system events.
3. Identify evidence required to test each hypothesis.
4. Rank hypotheses by plausibility, impact, and confidence.
5. Produce next analysis and data gaps.

Output Requirements

• Include hypothesis, process step, source evidence, test measure, confidence, and action owner.
• Keep hypotheses separate from proven root causes.