Early access

Your AI does the thinking. Legwork does the legwork.

A research worker for Claude and ChatGPT. Your AI keeps the reasoning. Legwork's worker searches, reads and cross-checks your documents, then hands back a short report with sources.

Your AI

Thinks

  • Understands your question
  • Weighs the evidence
  • Writes the answer
Legwork worker · model you choose

Does the legwork

  • Searches every file
  • Reads what matters
  • Cross-checks, cites ch03.docx:112
Your documents

Stay where they are

  • Word, PDF, sheets, slides
  • Markdown, notes, text
  • One workspace across apps
What comes back

A short report you can check.

Your AI doesn't get a pile of raw files. It gets a few paragraphs with a fixed shape:

Findings

One fact per line, each with the file and location it came from.

Evidence

Short quotes, so the claim can be checked without opening the file.

Not found

What the worker looked for and couldn't find. Gaps are stated, not filled in.

Worker reportexample

Objective

Where does Mara first appear, and who introduces her?

Findings

  1. Mara is first named in the harbour scene. part-1/ch03.docx:112
  2. She is introduced by the narrator's sister, not by Daniel. part-1/ch03.docx:118
  3. An earlier outline lists her under a different name. notes/outline-v2.pdf · p.4

Evidence

"…my sister waved her over from the harbour wall and said, this is Mara."

Not found

No mention in part-2 drafts before chapter 9.

Who it's for

Built for people who work with a lot of documents.

Writers & novelists

Ask about your manuscript like you'd ask an assistant who has read every chapter. Get the answer with the chapter and line. Our benchmark ran on a real 2,275-file manuscript.

Marketing & content creators

Find what you already wrote, what you already promised, and what the brand guide says, with sources, before you write the next piece.

Researchers & analysts

Cross-check dozens of documents. Every finding comes with the exact place it came from, and what wasn't found is listed too.

Developers & power users

A remote MCP backend. Bring your own key and pick your worker model.

TeamsComing

Shared workspaces and skills, with one budget per team.

Why Legwork

Thinking stays with your AI

The model you trust makes the judgment calls.

Every finding has a source

The exact file and location for every claim, so you can check it in seconds.

Bring your own worker

Any low-cost worker model you pick, or a local one. You pay the provider directly; we never resell tokens.

One workspace, many apps

The same files and history in Claude and ChatGPT.

Setup in one URL

Built for people who don't want to configure agents.

Works with every document

Word, PDF, spreadsheets, slides, notes. No conversion needed.

Your keys, your choice

We never resell model usage.

Connect your own account with a low-cost model provider, or run a local model. You pay the provider directly, and you see which worker model read your documents. How your data is handled →

What to expect

Where Legwork helps, and where it doesn't.

It isn't faster

Delegated answers take about as long. The saving is in the work your main model does, not in waiting time.

Answers vary more between runs

That's why every finding carries a source, and why re-running the worker is cheap.

Results so far are internal

We'll publish results from inside the Claude and ChatGPT apps when that testing is done.

Get started

Early access is open for individuals and small teams.

Tell us what you work on and which AI app you use. We'll email you when your spot opens.