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suptech

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Regulator-side reference PoC for independently verifying anchored Merkle proofs of multi-entity trading logs (VCP Gold/Platinum). Includes Merkle inclusion + external anchor verification and a red/green integrity dashboard.

  • Updated Jan 26, 2026
  • Python

FinGuard is a decentralized Supervisory Technology (SupTech) tool built to bridge the gap between marketing promises and customer reality. It ingests financial brochures (Expectation) and simulated user reviews (Reality) to flag mis-selling risks in real-time. Built with Python, LangChain, and Streamlit.

  • Updated Dec 20, 2025

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