Integrating AI into Sapiens CoreSuite requires a clear map of its modular architecture. The primary integration surfaces are the Policy, Billing, and Claims modules, each with distinct data objects, APIs, and workflow engines. AI typically connects at three layers: 1) the data ingestion layer for enriching customer and policy records from external sources, 2) the process automation layer where AI agents trigger or respond to workflow events in the rules engine, and 3) the user interaction layer where copilots provide context to underwriters, claims handlers, and customer service agents within their native screens. The goal is to augment, not replace, the platform's robust core logic for rating, adjudication, and financial transactions.




