11/09/2026
Finance has spent years automating the mechanics of getting money, transactions and processes from A to B. But as those systems have become faster and more connected, another problem has emerged: knowing what is happening across them, and whether it should be happening at all.
For Jeffery Chancellor, CMO at Oversight, that is the next gap finance technology needs to address. Automation can accelerate transactions and remove manual work, but it can also allow mistakes, control failures and potentially risky activity to move through an organisation at the same speed. Traditional periodic reviews and rules-based controls were not designed for an environment operating at that volume and velocity.
Chancellor argues that this is where Finance Risk Intelligence (FRI) can play a role, bringing activity from systems including ERP, procurement, payments, expenses and accounts payable together to provide a more continuous view of financial risk. But he is equally clear that simply adding AI to finance processes is not enough. As foundation models become increasingly accessible, he believes the lasting advantage will come from domain knowledge, historical outcomes and the context needed to distinguish genuine risk from normal business activity.
That distinction becomes particularly important as enterprises move towards agentic AI. Chancellor argues that autonomy should be earned rather than assumed, with AI given greater freedom only when decisions are repeatable, evidence is clear and the appropriate controls are in place.
In this interview, Chancellor discusses the gap between finance automation and financial intelligence, what FRI adds to traditional analytics and controls, where agentic AI can deliver genuine value, and how finance leaders can separate meaningful AI capabilities from another layer of automation. He also looks ahead to an operating model in which technology handles scale, intelligence focuses attention and people apply judgment where it matters most.
Read it here: https://www.techfinitive.com/interviews/jeff-chancellor-cmo-at-oversight-in-finance-the-real-advantage-comes-from-the-context-around-the-model/
Oversight’s Jeff Chancellor discusses Finance Risk Intelligence, agentic AI and why finance must move from automation to continuous risk intelligence.