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Data · Provenance · Lineage

Govern the data behind advanced AI.

Advanced AI governance depends on knowing what data entered the system, where it came from, what restrictions apply and what evidence is retained.

01

Dataset ownership

Assign accountable owners for material training, evaluation and fine-tuning datasets.

02

Provenance

Track sources, transformations, licensing or policy restrictions and lineage.

03

Sensitive data

Apply differentiated handling, minimization and access controls where sensitivity is material.

04

Evidence retention

Preserve records needed to support audits, investigations and model-change analysis.