The Practical AI Stack for Insurance: OCR, RAG, Agents, Workflow, and Human Approval

AI in insurance becomes useful when it is connected to real operating work: submissions, policy wordings, claims documents, referrals, renewals, certificates, bordereaux, and approvals. This article explains the practical AI stack insurers can use to modernize workflows while keeping underwriting and claims judgment under human control.

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.