Data Quality Fitness Failure — Human Role
AI-assisted
Data Steward Assess Data Completeness & Freshness — checks completeness and freshness. Data Steward Assess Data Validity & Consistency — checks validity and consistency. Data Steward Determine Data Fitness for Use — determines whether the source is fit for the intended analysis. Data Analyst State Analytical Assumptions & Caveats — surfaces any quality caveats in the answer.