AI isn't just transforming products—it's redefining risk. One faulty algorithm can deny thousands of qualified applicants jobs, a biased loan model can trigger regulatory firestorms, and a hallucinating customer chatbot can vaporize brand equity overnight. When an AI recruiting tool at Amazon systematically downgraded female candidates in 2018, https://www.natepatel.com/p/ai-governance-why-its-your-businesss