How Neuro-Symbolic AI Makes Insurance Decisions Explainable
Insurance Innovation Reporter: How Neuro-Symbolic AI Makes Insurance Decisions Explainable | April 2026
Commentary by Duck Creek CTO Rajesh Raheja
Explainable AI in insurance requires more than a model-generated answer. It requires AI to reason against trusted insurance knowledge and produce a traceable record of the evidence, policy logic, rules, exceptions, and approvals behind each decision.
In this Insurance Innovation Reporter commentary, Rajesh Raheja explains how neuro-symbolic AI combines models that interpret unstructured information with deterministic insurance logic—helping insurers apply AI across regulated workflows while retaining transparency, control, and human oversight.
Resources to Power Your Knowledge
Trusted resources selected for distribution and compliance leaders
