AI & Governance

Machine Learning

ML

A subset of AI where systems learn patterns from data rather than being explicitly programmed. In a business context, ML drives everything from fraud detection to recommendation engines. For due diligence, the key questions are: what data was it trained on (provenance), how well does it perform on edge cases (evaluation), and who maintains it when the world changes (model governance).