About this listing
Your crucial answers are already saved across your manuals, policies, price lists, help articles and contracts. We create a chatbot that digests these documents and responds exclusively using the data it finds within them, providing the exact file and page or section reference for every response. When an answer is missing from your files, the assistant states this clearly instead of guessing.
Every project concludes with a verification test using up to 20 of your own questions. You get a detailed spreadsheet listing each reply, its source and its accuracy rating, followed by one revision round and a complete retest. You retain full ownership of the source code, and since the bot runs on your personal account with your selected AI provider, all usage bills go directly to you with zero recurring fees from us.
Document search runs via a compact model paired with the bot, while the index is housed in PostgreSQL using pgvector. This keeps your files away from the AI provider and eliminates the need for an external vector database on any Postgres or Supabase installation. Recent work includes developing the vector search system for a live Supabase backend on an election trading desk, which included filtered similarity search, team-based access restrictions and language model generated hourly summaries approved prior to saving.
We provide 14 days of post-delivery support to fix any discrepancies against the agreed specifications at zero additional charge.
There are no video or phone calls required. All project details are agreed in writing beforehand, and you receive a written update at the end of every working day.