What they built

Clientshield

ClaimShield is a data-driven orchestration engine that guides policyholders through complex insurance claims while actively preventing AI hallucinations. It serves everyday consumers who need legally accurate guidance to avoid unfair claim denials, as well as insurance companies looking to safely automate claim triage and detect price gouging. What makes ClaimShield truly special is its Model Context Protocol (MCP) multi-agent architecture. Instead of letting a generative AI guess or fabricate legal advice, the system strictly forces the AI to fetch verified regulatory clauses and hardcoded market repair costs from a secure local database before it generates any action plans or appeal letters.