CiStars - an AI assistant that answers employee questions from a company's own documents, instead of making them search. "Ask, don't search" isn't just a tagline - it's what the product does. THE PROBLEM Teams lose time digging through folders, old emails, and coworkers for one answer. Policies, pricing, and procedures grow faster than any one person can remember. And when the wrong version of a file gets used instead of the right one, it costs real money. HOW IT WORKS (already built and live) Connect your documents - sign up and upload what you already have: PDFs, Word docs, spreadsheets. Nothing to reformat, nothing to migrate. Get your link - CiStars generates one chat link for your team. That's the entire setup. Your team starts asking - employees ask questions in plain language and get answers, each with a link back to the source document. No hallucinations, no made-up answers — just your documents, with proof. Most teams are up and running in under 5 minutes, with no IT required. WHAT'S BUILT Self-serve signup and onboarding Document upload with semantic search and indexing Client dashboard with usage limits and tracking Embeddable chat widget for the client's own website Direct document import from Google Drive SEO-optimized public marketing site TECH STACK Next.js (App Router) + TypeScript + Tailwind CSS, Supabase (Postgres, Storage, Auth), deployed on Vercel. Document search powered by the Google File Search API; conversation engine powered by Dify. THE OPPORTUNITY CiStars addresses a real, everyday need for small and mid-sized businesses: turning scattered company knowledge into an instant, self-serve AI assistant - no implementation, no data migration, no dedicated IT hire required.