Docuct AI - AI document extraction with human-in-the-loop review

Hi Product Hunt I’m Vinay Kumar, founder of VINN AI. 90% of document extraction tools get you 90% of the way there. That last 10%? It costs hours of manual corrections, missed fields, and frustrated teams. That’s exactly why we built DOCUCT AI differently. Most AI extraction tools treat documents as a “set it and forget it” problem. But anyone processing real-world invoices, contracts, or financial documents knows the truth: AI alone isn’t enough. Human judgment still matters. DOCUCT AI combines Vision Language Models (VLMs) with a powerful Human-in-the-Loop workflow built for real teams: → AI extracts with high accuracy using VLMs that understand layout, context, and relationships between fields → Smart review queues surface only what needs attention — not every document → Action items auto-assign based on confidence scores, document type, and team roles → Team workflows let reviewers approve, correct, flag, and route documents in one place → Customizable extraction templates adapt to your document types The result? You get the speed of AI with the accuracy of human validation — without the busywork. We’re not replacing your team. We’re giving them superpowers. Would love your feedback 🙌 What document workflows are you currently struggling with? Try it free → docuct.ai — Vinay