2026 Agenda

This keynote explores a fundamental shift taking place across the insurance industry as AI moves from experimentation into core operations. For decades, insurers have scaled through processes and controls that embedded judgement into rules. AI changes this model by bringing judgement back into the open, through probabilistic recommendations, adaptive systems, and machine‑assisted decisions that directly affect risk selection, pricing, claims, and customer outcomes.

The session argues that this shift forces a new leadership responsibility: when AI influences decisions, ownership cannot sit with systems or IT alone, it must sit with the business. The “run of AI” becomes a matter of executive ownership, accountability, and decision governance rather than technology delivery.

Drawing on insurance‑specific realities, the keynote frames innovation not as faster experimentation, but as disciplined decision‑making under uncertainty. It challenges leaders to rethink where accountability sits, how control is achieved when learning is continuous, and why the next generation of insurers will differentiate not by process maturity, but by their ability to own, explain, and improve decisions at scale.