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challenge1

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SpeakOutIQ built SpeakOutIQ, a policy decision‑support platform that combines statistical analysis with an interactive dashboard and optional locally hosted AI to translate NDA misuse evidence into clear, policy‑ready insights. The solution is designed to help campaigners and legislators explore harm, reporting behaviour and sector patterns...

  • Updated Apr 28, 2026
  • Python

The team built Jim‑E, an interactive AI‑assisted risk review tool that applies SME heuristics to project risk entries. Using a lightweight Streamlit interface and encoded heuristic rules, the solution helps users identify weak risks and mitigations, capture structured feedback, and generate clear audit‑ready reports.

  • Updated Apr 14, 2026
  • Python

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