


The market has many tools. The challenge is assembling them inside operations to turn AI outputs into defensible decisions.

Insurers predict churn months ahead and lose customers anyway. The 2026 question is not better prediction: it is which decisions an autonomous system can take, with defensible evidence.

Your models already predict. The challenge is turning every score into a traceable, profitable and defensible action.

At Insurance World Challenges 2026 we shared why the bottleneck is not the model, but the decision: turning predictions into automatic, traceable and auditable actions with Prescriptive Decision AI.

40% of B2B buying decisions already go through an LLM layer — and almost nobody knows why their brand shows up (or not). We do.

The best way to teach AI is not to explain it: it is to use it in front of the people who want to learn. A real session with real work and real mistakes.