Banking CIO Outlook

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First Mutual Holding Co

Agentic Ai: The Catalyst has Arrived

Sam Sellery

Mutual Banking Modernizer

Amoment is coming in banking where a customer asks their bank’s AI a real financial question and receives an actual financial plan, not a product list, not a branch referral, but a plan that can be executed, before they put the phone down. The technology to do this exists right now. It rests on four capabilities working together. And how they fit together is one of the most important things a banker can be thinking about over the coming years.  

Start Here

It’s 2036. You are on the couch, game on, when your partner says: 'I really want to do that first-floor addition. When can we pull that off?' You pick up your phone. 'Let me ask our bank.

You: I want to build an addition budget around $100,000. How soon can we realistically do that?

AI Banker: Exciting goal. I can see you have been building steadily toward retirement, do not disrupt that. Quick question: is your second child planning on a four-year college?

You: No.

AI Banker: That gives your annual bonus more room to work. Here's how you get there in three years:

1. Open a High Yield Savings Account (HYSA) and direct 33 percent of your annual bonus, roughly $10,000 - into it each year.

2. Open a brokerage account and redirect your credit card's two percent cashback into it. Cashback is a tax-exempt rebate, so contributions are tax-free.

3. Your home equity has grown. Open a Home Equity Line of Credit (HELOC) now so the funding is in place and ready when construction starts.

Result: Your HYSA covers the down payment; the brokerage contributions add a tax-free cushion and the HELOC finances the rest, without touching your retirement. June 2039 is a realistic target.

You: Love it. Let's set it up. 

AI Banker: Done. Give me 90 seconds, I will text you when everything is in place.

What Just Happened

That looked like a conversation. It was actually four technologies working together behind the scenes.

Tokenization converted real-world assets - the home, the equity, the loan - into digital representations the system could read, collateralize and act on instantly, making the physical world legible to the digital one.

Blockchain provided the rails: a distributed ledger with no central clearinghouse, no reconciliation lag, no single point of failure. Settlement that takes correspondent networks two days happens here in seconds.

Stablecoin/Tokenized Deposits keep value stable in transit and settlement can occur without volatility.

Agentic AI orchestrated all of it. This is not a chatbot.

"Agentic AI is the catalyst that transforms three foundational technologies into a living financial system that acts on the customer's behalf in real time."

It is an autonomous intelligence that can read bonus history, project equity appreciation, assess the bank's loan appetite, models scenarios and executes a multi-step plan in milliseconds, optimizing for both the customer's goal and the bank's risk model framework.

Here is what bankers may miss: tokenization, blockchain and stablecoin are infrastructure. Powerful, necessary - but without a catalyst, it is just plumbing. Agentic AI is the catalyst that transforms three foundational technologies into a living financial system that acts on the customer's behalf in real time.

The Predictive Relationship 

The winning bank of the future will not have the best app. It will have the deepest predictive relationship with its customers, the way leading social media platforms know what we will buy before we scroll and the way a great advisor anticipates the question before it is asked. Every line of business plugged into an AI model, every recommendation balanced against boardroom strategy, rate exposure, compliance constraints and individual need - all in milliseconds. Not a faster version of today's banking experience. A fundamentally different category of financial relationship.

An Experience Built for One

The UX of the future will not be segmented by customer tier or refreshed on an annual cycle. It will reshape itself around each individual in real time. A customer speaks: 'I am leaving for Europe on June 25 and returning July 15. Build a daily budget tracker for my credit card and alert me if I spend more than $500 a day.' The system does not log a ticket. It builds the capability, configures it and delivers it. Banking is not fully there yet, but the transition from static products to dynamic, on-demand capabilities is underway.

The Truth that is Hard to Swallow

Not every institution will make it there together. Banks without this infrastructure will exist current clients will sustain them - but growth stalls. Gen Z and Gen Alpha will expect embedded intelligence in every digital interaction, banking included. Those that do not deliver will lose the next generation of primary relationships to those that can. The result will not be a wave of traditional mergers. It will be quiet balance sheet consolidation: smaller banks wholesaling their capital to institutions with the infrastructure to serve modern clients. 

The Road Ahead

Regulation will shape the pace of adoption and there are encouraging signs of bipartisan support for getting the framework right - but what we build within that framework is up to us. As bankers, we navigated the shift from branches to browsers as an industry and customers gave us room to find our footing. The digital currency era will not extend that same patience. The next generation of banking customers will arrive expecting instant, intelligent and deeply personalized technology, and they will not wait for the industry to catch up. 

That is not a reason for alarm. It is a reason to move and to move together. The banking community has proven across every era of disruption that we solve hard problems better in collaboration than in isolation. The technology in front of us is new, but the mission is the same.

The articles from these contributors are based on their personal expertise and viewpoints, and do not necessarily reflect the opinions of their employers or affiliated organizations.

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