Workbooks for everyday work.

1. 01

   Describe it. One sentence saying what the document is.

2. 02

   It does the work. It reads the primary sources and your own files, and cites each one.

3. 03

   Several AI models share it. Each takes the part it does best: gathering, writing, checking.

4. 04

   It updates itself. When a source changes, the workbook changes with it and tells you what moved.

5. 05

   You change it with a sentence. Ask in plain English and it rewrites the part you meant.

Connect the hedwigai MCP and your agent can ask, list, start and change workbooks. You speak in sentences; it makes the calls.

{
  "answer": "yes",
  "claims": [{ "figure": "public float", "value": "$9.6B",
               "as_of": "2026-06-28" }],
  "sources": ["MRNA 10-K, cover page",
              "biotech-diligence-7fq2 · §Moderna"]
}

A workbook is one document with one job. You don't maintain it; it arrives researched and finished, and it keeps itself up to date.

Each test is a real job, scored against a checklist written before the run started. We publish every result, including what it missed.