Forkit Dev – AI governance layer providing model passports

Summary: Forkit Dev adds a governance layer that tracks AI model lineage, approvals, ownership, and deployment history across clouds and MLOps systems. It creates a “decision memory layer” to document changes and accountability without altering existing pipelines or models.

What it does

Forkit Dev assigns each AI model a passport recording every change, approval, and deployment throughout its lifecycle. It integrates with existing infrastructure to maintain comprehensive audit trails.

Who it's for

It is designed for enterprises managing AI models across distributed teams needing centralized accountability and traceability.

Why it matters

It addresses the lack of explainability and accountability in AI decision-making by tracking model evolution and approvals systematically.