Why Off-the-Shelf AI Doesn't Understand Money
Official Schedule Context
- Date/time: 2026-07-01 · 11:10am-11:30am
- Track/room: AI in Finance · Track 3
- Speaker(s): Udi Menkes
- Session type/status: session · confirmed
Official Description
Ask any LLM a financial question about your business. You'll get a fluent, confident, generic answer
— one that doesn't truly know your business, or what happened when businesses like yours made that
same decision. We build financial AI at Intuit serving 100M+ customers. Our custom LLMs outperform
general-purpose models on accuracy while cutting latency in half. But that's the foundation, not the
destination. I'll cover where financial intelligence goes when AI stops reporting what happened and
starts helping you decide what to do next (and does it for you).
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