Validate Business Data Before Use

Validate whether business data is fit for a specific decision, payment, forecast, plan, report, or operational action before anyone relies on it. This skill reviews purpose, scope, definitions, lineage, authority, completeness, freshness, duplicates, conflicts, transformations, sampling, materiality, limitations, ownership, and controls, then produces a data-fitness decision, correction plan, and safe-use conditions for finance, operations, customers, vendors, projects, and leadership.