Your AI Rollout Is Probably Doomed. Here’s Why.

Wednesday, October 21, 2026
12:25 pm - 1:10 pm

Room 406

Most AI roll-outs fail before they even begin for one reason: no one’s data is ready for it. 

Duplicate client records, inconsistent information across custodians and CRMs, outdated risk profiles and incomplete KYC data can quickly undermine an AI deployment - producing inaccurate outputs, creating compliance risk and forcing teams to spend more time checking the technology than benefiting from it.

This session will examine the data problems that can derail AI initiatives, what happens when firms get it wrong and how to build a stronger foundation for what comes next. Attendees will leave with practical steps for cleaning, securing and maintaining their data - and preparing their firms for a more AI-driven future.