arxivcs.AIcs.LG2026-07-08
Agentic AI and Retrieval-Augmented Models in Straight-Through Underwriting
Robert Richardson, Josh Meyers, Brian Hartman, David Sandberg
Artificial intelligence (AI) is beginning to reshape actuarial practice, particularly in domains that require reasoning over unstructured documents, heterogeneous data sources, and regulated decision workflows. Actuaries now face a design space that ranges from traditional rule-b…