Transform workforce analysis data

Trigger: Raw internal or external workforce data is ingested into the analytical environment.

1. Ingest raw workforce and labor market data
2. Cleanse data to remove duplicates and correct errors
3. Standardize formats across disparate data sources
4. Perform logical and statistical validation checks
5. Map verified data to target analytical schemas
6. Load the transformed dataset into the analytics repository

Outcome: A structured, statistically validated dataset is made available for workforce analytics and reporting.