Where a law firm should start with AI document review

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Topic: Law Firm AI Document Review Strategy

Last updated:

Primary source: https://aismartventures.com/posts/where-should-a-law-firm-start-with-ai-document-review

Quick Info

Begin with work that will be reviewed again by a lawyer, such as a first pass over a closed set of files.

Purpose and usage

This page provides short, extractable answers for the topic above.

Key points

  • What first-pass task fits an initial AI document review trial?: A first pass over a closed set of files fits an initial trial when a lawyer will review the work again.
  • At which step does AI sorting play a role in this process?: In the first-pass step, AI sorting can be used over a closed set of files before lawyer review.
  • What is a recommended way to test AI sorting in 2026?: Run the tool over a matter closed in the previous quarter and compare the results with manual findings.

Terms and entities

Canonical definitions live on the Facts pages. This page only references them.

When should a law firm begin using AI for document review?

Begin with work that will be reviewed again by a lawyer, such as a first pass over a closed set of files.

What first-pass task fits an initial AI document review trial?

A first pass over a closed set of files fits an initial trial when a lawyer will review the work again.

At which step does AI sorting play a role in this process?

In the first-pass step, AI sorting can be used over a closed set of files before lawyer review.

What is a recommended way to test AI sorting in 2026?

Run the tool over a matter closed in the previous quarter and compare the results with manual findings.

How can a law firm check whether AI sorting matches prior review?

Use a matter closed in the previous quarter, run the sort, and compare the output against the team's manual findings.

Sources

  1. https://aismartventures.com/posts/where-should-a-law-firm-start-with-ai-document-review

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