NEXT Hackathon Finalist Demos
summary
Claims that return fraud costs ~$110B in the US and ~$135B in APAC, with ~70% in electronics and apparel and ~40% involving fake or swapped items. A deployed verification-as-a-service captures a 5-second video snapshot at the edge, seals it in a device-bound trust chain, and runs a dreaming agent that hallucinates and then cross-checks scenarios against an explainable knowledge base on AWS/Vercel with Stripe and human review, flagging examples at 91% fraud signal.
AI-written summary · about
chapters (7)
- 0:00Welcome and introductions
- 0:27AI Here demo starts
- 6:32Bloom demo begins
- 12:34Bunker Guard presentation
- 19:38Very Claims AI demo
- 25:57Willow estate planning demo
- 32:23Sponsors and prize ceremony








