A Practical Review Process for an AI First Draft

An AI first draft can make a blank page less daunting. It can propose a structure, arrange supplied information, and give the writer something concrete to improve. But a fluent paragraph is not evidence that its contents are correct.

The most useful review process begins with that distinction. Treat the generated text as working material. Its value comes from how well it supports the professional who checks and finishes it, rather than how polished it looks on arrival.

Here is a practical way to divide that review into manageable passes. This is an approach to organising editorial work; it does not determine whether a document meets the requirements of a particular matter or court.

First, confirm what the draft was asked to do

Read the original instructions before editing the output. What document was requested? Who is expected to read it? Which facts were supplied, and which questions were left open?

A draft can be internally consistent while answering the wrong question. Checking its purpose first helps you avoid spending time polishing a document whose basic direction needs to change.

Where the request was incomplete, record what further information is needed. Ask for it or flag the gap instead of allowing plausible language to fill it silently.

Review facts separately from wording

Compare names, dates, amounts, identifiers, and descriptions against the source material. This pass is easier when it is focused entirely on factual accuracy rather than style.

Pay particular attention to details that appear in several places. A correction in the opening paragraph may also need to be reflected in a table, a later summary, or a heading. Keep a list of unresolved inconsistencies so they remain visible throughout the review.

Distinguish information supplied by the client, information recorded in a document, and an inference made by the writer. They should not become interchangeable merely because the draft presents them in a confident voice.

Check structure and references

Once the facts are in view, consider whether the document's sequence helps the reader follow the point. Remove repetition, identify missing explanations, and check that each conclusion follows from the material actually available.

Verify any legal authority, quotation, or external reference independently before relying on it. Check both that the source exists and that it supports the proposition for which it is being used. If a reference cannot be verified, keep it out of the finished document until the issue is resolved.

Edit language after substance

The final language pass should make the text clear and precise. Shorten sentences that carry too many ideas, replace vague references, and remove assertions that go beyond what the record supports.

This is also the moment to align the draft with the team's preferred terminology and formatting. Saving those preferences can reduce repeated editing in future work, but each new matter still needs its own review.

Close the loop

Save the reviewed version with a clear status and retain a note of anything still requiring confirmation. The next person should be able to tell whether they are reading an initial output, a working revision, or a document ready for the team's final checks.

Juniorlawyer Quick Draft provides a starting point for drafting from matter information. A deliberate review process is what turns that starting point into work a professional can take responsibility for.