provenance governance

Provenance governance refers to the policies and technical controls that track the origin, ownership, and transformation history of digital assets, particularly AI-generated content. On WindowsForum.com, discussions cover how provenance governance applies to AI image generators and enterprise Copilot deployments, where verifying content origins and preventing hallucinations are critical. Topics include grounding techniques, retrieval-augmented generation (RAG), and guardrails that enforce data lineage. These measures help organizations maintain trust, compliance, and auditability when using generative AI tools within Microsoft ecosystems. The tag reflects growing interest in managing AI outputs responsibly through transparent provenance tracking.