AI Doesn't Understand Money (Yet)
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).
About the AI in Finance Track
AI in Finance sessions at AI Engineer World's Fair 2026 in San Francisco.
When
Thursday, July 2, 2026
11:10 AM - 11:30 AM·20m
Where
Track 3 · Room 2003
Capacity: 250 attendees
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Speaker
Udi Menkes
Principal AI Product Manager
Intuit
@menkesu
Udi Menkes is a Principal AI Product Manager at Intuit, where he leads the development of custom financial LLMs and agentic AI systems that turn Intuit's proprietary data and financial domain expertise into experiences delivering real value to 100M+ customers across QuickBooks, TurboTax. Credit Karma, and Mailchimp. He has spent 15+ years building AI that touches money — patented financial crime AI at ThetaRay for banks including Citi, Santander, and OCBC, and conversational and revenue-optimization AI at OpenWeb for 120M+ monthly users. Udi runs GenAI PM (genaipm.com), an AI agent that scans X, LinkedIn, YouTube, GitHub, and 200+ AI and PM blogs daily and delivers a 7-minute, high-signal brief to 5,500+ AI Product teams and builders at Google, OpenAI, NVIDIA, Meta, Amazon, Microsoft, and more.