Service II

Document AI Assistant

Your policies, contracts, manuals and reports become an assistant your team can question in plain language. Every answer cites the document and page it came from, and if the documents don't say it, the assistant says so.
Starting at$1,500typical range $1,500–4,000Timeline · 2–3 weeksAsk about this

Who it's for

  • Operations and support teams answering the same policy questions every day
  • Legal, compliance and HR teams working through long documents
  • Education and training businesses with large course libraries

What you get

  1. 01Ingestion pipeline for PDFs, Word, Google Docs, Notion or web pages
  2. 02Hybrid retrieval (vector + keyword) tuned on your own questions
  3. 03Answers with page-level citations and a source preview
  4. 04"Not in the documents" refusal instead of guessing
  5. 05Admin panel to add, replace and remove documents
  6. 06Evaluation set so accuracy is measured, not assumed
  7. 07Deployment on your cloud or ours, plus a recorded walkthrough

How it runs

2–3 weeks, step by step.

  1. 01

    Week 1: Ingest & retrieve

    Parse your documents, chunk them properly and build retrieval that finds the right passage.

  2. 02

    Week 2: Answer & cite

    Grounded answers with citations, refusal rules and an evaluation set built from your real questions.

  3. 03

    Week 3: Ship & hand off

    Admin panel, deployment, documentation and a recorded walkthrough of how it all works.

Proof

Seen it work?

Study Material Assistant: 3 days to a working version.

Q01Will my documents be used to train a public model?

No. We use API providers with zero-retention options or self-hosted models, and your documents live only in your storage and vector database.

Q02How accurate will it be?

We measure it. Every build includes an evaluation set of real questions, and you see the score before handoff.

Q03Which file types do you support?

PDF, DOCX, TXT, Markdown, HTML, Google Docs and Notion out of the box. Scanned PDFs get an OCR step.

Colophon · Your move

Ask me anything.
I'll cite my sources.

Karachi · UTC+5Overlap with US mornings & UK afternoons · Replies within one working day