Primitive & MX are Building an AI Agent Operating System

Why Banks With More Data Still Don't Understand the Customer

Banks are collecting more customer data than ever before. Yet most institutions still do not understand the customer any better. In this Banking Insights episode, I explain why that gap is widening, what Bank of America has built with Erica over 3.2 billion conversations, and why the real advantage in banking is shifting from collecting information to learning from it in real time. Drawing from my conversation with Jorge Camargo, Head of Digital Platforms at Bank of America, I explore why most personalization strategies still fail, why transaction histories are not customer insight, and why the institutions that win will be the ones that ask better questions and act on what they learn. #Banking #DigitalBanking #AI #CustomerExperience #BankingTransformed #Fintech #Erica #BoA

What 3.2 Billion AI Conversations Taught Bank of America

Most banks still treat AI as a chatbot or efficiency tool. Bank of America built something much bigger. In this live conversation from the Financial Brand Forum, Jorge Camargo, Head of Digital Platforms at Bank of America, explains how Erica evolved from a simple virtual assistant into infrastructure supporting 65 million clients across consumer banking, wealth management, and treasury services. Today, Erica is becoming the foundation for how Bank of America approaches agentic banking. We discuss what 3.2 billion customer conversations revealed about consumer behavior, why proactive engagement matters more than reactive service, and how Bank of America is moving from AI as a destination to AI embedded throughout the customer experience. Hosted by Jim Marous, Co-Publisher of The Financial Brand and Owner and Publisher of the Digital Banking Report. Subscribe to Banking Transformed for new episodes multiple times each week. #Banking #AI #AgenticAI #DigitalBanking #BankingTransformed #BankofAmerica #CustomerExperience #Fintech

What Bank Executives Miss About the Fintech Threat

Is your bank being unbundled without realizing it? Most banking leaders are still watching the obvious disruptors. But the bigger threat may be happening behind the scenes, as software platforms, embedded finance, and agentic AI begin to reshape how financial services are delivered and who owns the customer relationship. In this episode, Rex Salisbury, founder of Cambrian, joins me to discuss what these shifts mean for traditional banking, why legacy moats are weakening, how seriously bankers should take Nubank's long-term U.S. potential, and what leaders need to do now to stay relevant. In this episode: • Why financial risk often shows up in strategy long before it shows up in earnings • What Nubank's model signals for the future of competition in banking • Why banks need to think beyond products and toward platforms, ecosystems, and execution #BankingTransformed #Fintech #RetailBanking #DigitalTransformation #AgenticAI #EmbeddedFinance #Nubank #BankStrategy #FutureOfBanking #Cambrian #RexSalisbury

The Silent Attrition Crisis in Banking: How to Detect It Early

Most banks think they have an attrition problem under control because the closure numbers still look healthy. But customers are not leaving the way they used to. They are opening accounts at Chime, SoFi, Robinhood, Cash App, and Acorns while keeping their old bank relationship open. The direct deposit stays, and the account stays active, and even the dashboard says everything is fine. Meanwhile, more spending, more engagement, and more deposits quietly move somewhere else. In this episode, I break down what I call “silent attrition” and why the first outbound transfer matters more than the eventual account closure. Using data from J.D. Power, Cornerstone Advisors, Accenture, and a real-world engagement with a $10 billion institution, I explain why traditional retention metrics no longer reflect customer reality, how challenger brands are winning share of wallet without triggering alarms, and what banks can do right now to identify customers who are already halfway out the door. Because by the time the account closes, the relationship has usually been gone for years. #Banking #DigitalBanking #Fintech #CX #AI #CustomerRetention #attrition #BankTransformation

Triple New Account Growth in 90 Days

Most banks are losing customers after they have already decided to open an account, and it has nothing to do with pricing or competition. The breakdown occurs during the account-opening process itself. If you want to see it clearly, try it on your own mobile app. Start an application and time how long it takes to complete. In many cases, the experience is slow, repetitive, and built around steps that were never designed for a phone. In this episode, I walk through what changes when that process is simplified. One institution reduced account-opening time from more than 20 minutes to under 5 and saw new account growth triple in less than 90 days. The shift did not come from a new marketing strategy or a major brand campaign. It came from removing friction, aligning the front and back ends, and ensuring the experience works the same way across mobile, online, and the branch. For most institutions, this is one of the fastest ways to improve growth. The real question is whether you are willing to change the process behind it. #BankingTransformed #DigitalBanking #AccountOpening #RetailBanking #CustomerExperience