rweisssieker-xp Power BI Root Cause Hypothesis Generator
Use this skill when the dashboard must explain why a KPI moved.
Hypothesis Pattern
- Define symptom, time window, comparison baseline, and affected scope.
- Generate candidate hypotheses from process knowledge and source-system events.
- Identify evidence required to test each hypothesis.
- Rank hypotheses by plausibility, impact, and confidence.
- 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.