The Judgment Gap Nobody Has Priced

The FCA's principles-based approach to AI in financial services does not specify rules. It specifies outcomes. Outcomes like transparency, contestability, and accountability all require humans who can look at a model's output and form an independent view of it.

That is harder than it sounds. Underwriters using AI tools are already showing a pattern common across industries: they treat a confident model output as the answer, not as one input among several. The model becomes the underwriter.

That matters for risk. It matters more for regulation. When something goes wrong in a live deployment, the question the FCA will ask is not whether you had a human in the loop. It is whether that human was actually capable of exercising judgement.

What Most Firms Are Getting Wrong About AI Readiness

Most insurance organizations are investing in AI literacy: how the tools work, what the outputs mean, how to prompt them effectively. That is not nothing. But it addresses the wrong problem.

The problem is not that your people do not understand the technology. The problem is that the technology is changing what your people are willing to do with their own thinking. Deferring to a model is faster. It feels safer. It distributes responsibility. So people do it, even when they should not.

AI training programs that focus on tool adoption do not touch this. The cognitive habits that make a good underwriter, or a good risk analyst, are not covered in a module about large language models.

What Steve Covers With Insurance Audiences

Steve speaks to the specific pressures this industry faces: a principles-based regulator, live deployments in underwriting and claims, and a workforce being asked to oversee tools that move faster than the governance frameworks around them.

His talks cover how AI dependency develops in professional environments, what it costs in terms of judgement and accountability, and what firms can do to build a genuine human oversight capability rather than a nominal one.

He is available for industry conferences, in-house leadership events, and CRO or board-level sessions. Talks can be tailored to underwriting, claims, or enterprise risk functions.

Topics for Insurance audiences

Steve speaks to insurance organizations on the following topics. Each can be delivered as a keynote, half-day workshop, or executive briefing.

Who books Steve

Chief Risk Officers, L&D directors, Data Strategy leaders, conference organizers for insurance industry events.

If you are planning an event and want to discuss whether Steve's work is a good fit, the fastest route is a short conversation. No pitch deck required.