“UK insurers have clearly moved beyond experimenting with AI in isolated pilots,” said Mincher. “What comes through strongly in this research is that the pressure has shifted to making AI work consistently in the real world, inside pricing, underwriting, claims and customer decision-making, where speed, governance and commercial performance all matter at the same time.”