Carriers, operating at a greater scale, are targeting more complex parts of the value chain. Underwriting support, claims triage, fraud detection, pricing optimization and customer service automation are all high on the agenda. In many cases, generative AI is layered onto existing machine learning systems rather than deployed in isolation, accelerating decision-making rather than replacing it.