Poorly governed AI leads to privacy violations, biased outcomes, leaks of secrets and intellectual property, and weak explainability. It can also be abused by users or attackers. These problems cause complaints, takedowns, fines, and lost deals. Add guardrails, testing, and logs so you can show your work.