rweisssieker-xp Power BI AI Semantic Layer Translator
Use this skill when terms like revenue, backlog, churn, margin, delivery reliability, or cash need precise model mapping.
Translation Pattern
- Identify business term and synonyms.
- Resolve domain, process, source system, and certified KPI if available.
- Map to fact table, dimension, date role, measure, filter, and security context.
- Identify ambiguity and competing definitions.
- Return the accepted semantic interpretation or required clarification.
Output Requirements
- Include term, mapped object, confidence, alternatives, and owner.
- Do not create new KPI semantics when a certified definition exists.