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AI legal document drafting workflow: from instructions to reviewed draft

A safe AI drafting workflow has six steps: gather instructions, choose a precedent, generate a first draft with placeholders, check it against a written checklist, have a lawyer review and edit it, and record that review. The AI speeds up the first draft; it does not replace legal judgment or checking.

By Raghav Handa · Updated 17 October 2026 · 3 min read

The six-step workflow

  1. 1

    1. Gather instructions

    Parties, purpose, key commercial terms, governing law and anything unusual.

  2. 2

    2. Choose a base

    Use your approved precedent where possible and give the AI the structure to follow.

  3. 3

    3. Generate a first draft

    Ask for placeholders where facts are missing and a list of assumptions.

  4. 4

    4. Run the checklist

    Defined terms, cross-references, dates, party names, governing law, missing clauses.

  5. 5

    5. Lawyer review

    Read every line. Edit, restructure and remove anything you cannot justify.

  6. 6

    6. Record

    Note the reviewer, date and version on the matter.

A drafting prompt with guardrails

Review checklist

CheckQuestion
PartiesNames, roles and capacities correct?
DefinitionsEvery capitalised term defined once and used consistently?
Cross-referencesDo clause numbers point to the right clauses?
Dates and amountsMatch the instructions?
Law and formsDoes it meet the requirements where it will be used?
Unsupported textAnything you cannot trace to instructions or precedent?

Tracking it in Notion

Link the draft's review record to the matter, with a checklist property and reviewer. LawyerOS is a Notion template and does not generate or host documents; Pro with AI ($39) adds matter-linked databases and a Custom AI Agents page about Notion's own agents. Confirm what Notion AI features your plan includes.

Frequently asked questions

Can AI draft a contract on its own?
It can produce a draft, but a lawyer must review and take responsibility for it.
Should I use my own precedent?
Yes. It anchors the output to wording you already trust.
How do I stop invented clauses?
Constrain the prompt, ask for assumptions, and check each clause.
Is AI-generated text confidential?
Depends on the tool's terms; read them before entering client information.

About the author

Raghav Handa

Raghav Handa trained as a lawyer, then spent years building legal technology, from enterprise legal products to custom systems for law firms.

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