AI Agents Are Now Running the Back Office at Insurance Giants | PYMNTS.com

Executive Summary

Insurance companies are beginning to deploy agentic artificial intelligence (AI) systems that do more than summarize documents or answer customer questions. They are orchestrating entire workflows across claims, underwriting and policy servicing functions, touching legacy policy administration, billing and claims systems that were never designed for autonomous coordination. Unlike earlier automation waves that focused on robotic process automation or narrow machine learning models, agentic AI systems are designed to ingest unstructured emails, scanned PDFs and intake forms, extract relevant coverage and risk information, apply policy rules and route exceptions to human adjusters. In many cases, these systems can trigger downstream actions such as payments, documentation requests or customer notifications. The most immediate impact is emerging in claims operations, where first notice of loss intake and triage represent both cost centers and customer experience flashpoints.