Setting the Right Reserve: How AI Supports Consistent Claims Reserving for GCC Insurers

A case reserve is the insurer's current best estimate of what a claim will ultimately cost — and the balance sheet, pricing and solvency all depend on it. This article shows how OCR/IDP, RAG and agentic AI help set case reserves that are consistent, documented and kept current as the file develops: suggesting grounded ranges, prompting reviews on new evidence and flagging outliers — while adjusters and actuaries own every figure.

This InsurTech Gulf article discusses insurance technology, underwriting operations, and market developments relevant to insurers and brokers in KSA, the wider GCC, MENA, and international markets. It is part of the site's ongoing coverage of underwriting automation, digital insurance workflows, and practical implementation trends in insurance software.