When I wrote the first installment of this series for FinScale, I described cloud, agentic AI, and blockchain as the three converging forces redefining financial services. Cloud provides scale. AI provides intelligence. Blockchain provides trust. I argued that together they form a trifecta reshaping how outcomes are delivered across people, processes, and technology.
In the months since, I've spent time with CIOs, Chief Risk Officers, and transformation leaders across North America, Europe, and Asia. What I've heard is that the three pillars are not equal partners anymore. The agentic AI layer has become the accelerant that determines how fast and how far the other two can go.
This is the second edition of the trifecta. The framing still holds. The nuance has changed.
Revisiting What “Agentic” Really Means
In the first piece, I described agentic AI as autonomous systems with the ability to plan, learn continuously, critique their own outputs, and optimize in near real time. That definition still stands, but it's worth being more precise about what's actually shipping inside banks today.
An agent, in the sense that matters for financial services, is a system that can take an objective, plan the steps to achieve it, use the tools and APIs available in the enterprise to execute those steps, reason over context that spans documents and transactions and conversations, critique its own work when something looks wrong, and operate within guardrails that a compliance officer can audit after the fact.
Earlier generations of AI in banking — and I include some of the work I praised in the first article — were essentially sophisticated pattern matchers. Excellent at fraud scoring, churn prediction, and document classification, but fundamentally reactive. The new generation is different. It can be handed an objective and trusted to work through it. That is the leap, and it changes the economics of every other layer in the stack.
Unlock the Future
Continue reading in the FinScale Magazine
This insight was originally published in the third issue of FinScale Magazine by TrialScale. Download the magazine to keep reading.