Fifteen years after FSMA, the food industry has more compliance infrastructure than ever before. Organizations have invested in preventive controls, documentation systems, CAPA programs, audit readiness, and food safety culture initiatives. Yet many still experience the same patterns: corrective actions that repeat, audit findings that reappear, failures that cycle through different forms across facilities and years. The instinct is to add more documentation, training, technology, standards, and oversight. But the problem is rarely the absence of data. It is the absence of a framework for reading what that data is actually describing. This session proposes that food safety data is simultaneously a governance record, a human systems signal, and a financial document, and that the industry has been trained to read it as only the first. That narrowed reading carries a cost that shows up across all three domains at once: in structural instability that technical programs cannot resolve, in recurring human error that gets misattributed to individuals rather than system conditions, and in financial leakage that never gets labeled as a food safety cost because it is diffuse enough to disappear into operations. FSMA accomplished something significant: it forced the structural conditions of safe food production to become visible and enforceable. But visibility without interpretation is incomplete. The industry has become increasingly capable of documenting the system. The next frontier is becoming equally capable of reading what that documentation reveals. This session does not introduce new technology or a new compliance framework. It introduces a different question- one that organizations can begin asking of data they already have. When a CAPA log is read not as a record of completed actions but as a description of structural conditions, it tells a different story. When recurring human error is examined not as a training gap but as a signal of system design, the intervention changes. When the cumulative cost of repetition like rework, investigation fatigue, and leadership bandwidth consumed by preventable fallout is traced back to its source, the financial case for a different approach becomes concrete. The mindset shift precedes any tool. And it is available right now, to any organization willing to look at what they already have differently.