Automation already took the easy 80% of finance work. What remains are the structural wastes that are still stubbornly human, along with the exceptions that were never edge cases at all. They are the job. The real barrier to scaling AI across finance is simple: probably right is not good enough. This keynote lays out the three non-negotiables for any finance AI ecosystem: deterministic execution with zero hallucination on decisions, context that is preserved as teams turn over and reorganize, and decisions that are explainable field by field and auditor ready. Binny Gill and Amit Gupta will show how Kognitos meets all three by design through patented neurosymbolic technology, where neural models reason, humans verify, and a symbolic engine executes, and why that is the new bar for trusting AI in finance.