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Projects/Claimskart

Claimskart

AI-powered platform for reclaiming rejected health-insurance claims in India. Python FastAPI four-loop engine + Next.js 15 frontend. Stage 1 demo proves the claim-analysis engine on synthetic cases.

Vision

Make rejected-claim reclamation tractable for Indian patients and small clinics by automating the analyst loop end-to-end.

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Objectives

  • ✓Ship Stage 1: working analysis engine on two synthetic cases
  • ✓Four-loop architecture (ingest → reason → counter → escalate) with agentic variant
  • ✓45/45 backend tests passing as the quality bar
  • ✓CLI surface for power users alongside the web UI

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