Category: AI Governance

The Governance Layer: Managing AI Risk, Compliance, and Audit

A healthcare system deployed an AI triage assistant. It worked well in testing. In production, it started routing patients with chest pain to low-priority queues. The error was subtle and infrequent.

Metadata Management for AI Governance

# Metadata Management for AI Governance AI systems in production require metadata management to support compliance, auditing, and model oversight. Without systematic tracking of model lineage, traini