Data Provenance

The documented history of data, including its origins, movements, transformations and processing steps, enabling traceability and accountability in AI pipelines.

The complete history of a piece of data; where it came from, who collected it and every change made to it. Like a birth certificate and passport for your data.

Data provenance is a governance and compliance requirement that supports auditability and accountability. Your governance framework should mandate provenance tracking for all data used in AI development and deployment.