Demo · concept build

AI document assistant

A demo assistant that reads uploaded documents with OCR and answers questions grounded in their content — our take on practical, source-cited AI.

OpenAIOCRNext.jsVector search

Overview

What this is

A concept build we develop in-house to show how we approach practical AI. Instead of a generic chatbot, it reads real documents, grounds every answer in their content, and cites the passage it came from — with guardrails so it declines to answer beyond what the documents actually contain.

Highlights

What it shows

  • Answers cite the source passage they came from
  • Handles PDFs and scanned images via OCR
  • Guardrails to avoid answering outside the documents

More work

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Next step

Let's find your quick wins

Send us your system and we will review the obvious risks, quick wins, and next steps. We work from France and support clients through planned overlap, async updates, and priority handling for maintenance work.

Contact information

Request a system review