AI Risk Framework

Mid-market companies are deploying AI tools faster than they are governing them — and the gap is creating real exposure in data privacy, model risk, and auditability. This post provides a practical AI governance framework, including a three-tier risk classification model, decision rights structure, vendor contract requirements, and a minimum viable policy outline, designed for organizations without a dedicated AI ethics team.