Dev Tools · 3h ago
Dev builds dental insurance claim verifier using Cognee's GraphRAG
A developer created Cover-Clarity, a dental insurance claim verifier using Cognee's GraphRAG and session memory. The tool answers natural-language questions about coverage by traversing policy relationships, not just keyword matching. It was built for the WeMakeDevs × Cognee Hackathon to help patients understand complex insurance policies.
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A practical demo of GraphRAG's potential, but scaling to real-world insurance data would require significant engineering beyond a hackathon project.
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I built a dental insurance claim verifier using Cognee's GraphRAG — with session memory →
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graphraginsurance-tech