Data Governance in the Age of AI: Why Trust Is Becoming the New Infrastructure
In 2023, a major financial services firm deployed a generative AI model to flag suspicious transactions, only to have it flag the same legitimate high-value customer repeatedly because three different source systems defined “customer tier” inconsistently—one by revenue, one by tenure, one by product count. The model had no way to know which definition was…