What Actually Breaks in AI Transformations Over the last several years, I’ve been directly involved in building, integrating, and operating AI-driven decision systems inside environments where mistakes were not theoretical. These were not demo environments or innovation labs. They were production systems touching payments, fraud, risk, compliance, and customer outcomes, systems where false positives cost […]