Faivri

Faivri is an AI-powered negotiation agent designed to help consumers reclaim the estimated $1,200 they overpay annually on quotes, repairs, and marketplace purchases by delivering instant fair-market verdicts and actionable counter-scripts. Developed for the "Build Matcha & Code" event, the platform operates as a comprehensive video, memory, and messaging assistant powered by a modern tech stack. Users simply capture a quick clip of an invoice or item, which PixVerse and GMI Cloud's real-time GPU fleet process to extract key details and generate side-by-side comparison visuals in under ten seconds. As the deal progresses, HydraDB stores the entire negotiation history—including price fluctuations, walk-away ceilings, and seller tone—while Photon analyzes incoming messages to draft polite, data-backed replies, ensuring users are always equipped to secure a fair price.