OfferFlow AI

When dozens of supplier price lists arrive in different formats, staff can spend hours turning them into something their sales team or customers can use. OfferFlow AI turns messy supplier messages and supported files into reviewed customer quotes. Meta-powered assistance asks targeted questions about ambiguous data, proposes interpretation rules and lets the user check and apply them. Missing quantities stay unknown rather than being invented. The workflow continues through validation, human approval, configurable pricing rules, currency conversion and Excel export. Confirmed product matches can be reused on compatible offers. Multi-organization administration provides users, permissions, usage records and token controls. The demo follows six offers from a sectioned supplier message to a customer quote in EUR, applying a 10% increase. It uses synthetic supplier data and simulated exchange rates. This is an AI-assisted beta with human approval. Direct Telegram/WhatsApp connections and PDF/image understanding are future work. Hackathon contributions and their relationship to the pre-existing project idea are documented in NEW_WORK.md.