If You Offload Expertise to AI, You Offload Control

Ankur Patel interviews Erik Librader, Client Partner, and Ian Butler, Chief Technology Officer, at Vistrada. 📩 Subscribe to the Main Street AI Newsletter: https://multimodal.beehiiv.com/subscr... Vistrada is a business risk and technology consultancy that sits inside dozens of institutions after the AI contract is signed, which makes this an outside-in view of what actually works and what quietly fails. Erik and Ian break down the 95% of AI spend that never produces measurable return, why the right architecture is usually a chain of small models rather than a chatbot, and why handing expertise to AI means handing over decision making and control with it. Guest: Erik Librader, Client Partner, Vistrada Guest: Ian Butler, Chief Technology Officer, Vistrada Host: Ankur Patel, CEO & Founder, Multimodal 0:00 Introduction: Meet Erik and Ian 0:39 What the first AI call sounds like 2:11 Clients who don't know where to begin 3:10 AI is the tool, not the chair 5:14 Speed is what's different 7:38 Why AI projects fail 10:59 Business process optimization in an AI coat 13:59 Not an AI consultancy 15:45 Repurpose the headcount 18:24 Offload expertise, offload control 21:23 Snake oil in the vendor market 23:24 Loan origination and traceability 26:59 Where the real AI risk lives 31:25 Budget, sponsorship, ownership 32:55 Is the organization ready 34:30 Closing #MainStreetAI #AI #CreditUnions #CreditUnionMovement #CommunityBanking #AIinBanking #AIAdoption #AIGovernance #LoanOrigination #FinancialServices #AIStrategy