How to Audit an AI Generated Client Email

An AI-drafted client email is dangerous precisely because it reads well. The tone is warm, the structure is clean, and the sentence "we expect a favourable outcome" slides past because it sounds like something a reassuring lawyer would write. But you did not say that. The model added it to sound helpful, and now it sits in an email that, once sent, becomes a record the client will rely on and opposing counsel may one day read. Auditing the draft is not proofreading. It is checking that every claim in it is one the firm is actually willing to stand behind.

Read it as the client will, not as the author

The client does not see a draft; they see a commitment from their lawyer. So read the email cold, as though you were the recipient, and ask what a reasonable person would take from it. Would they think the matter is filed? That a hearing is fixed? That success is likely? If the words permit that reading, the words are the problem, whatever the model intended.

Test every factual claim against the file

Models confuse dates, conflate parties, and confidently state amounts that are close but wrong. Go through the email line by line and match each concrete assertion to the matter record:

• Dates of filing, hearing, or limitation
• Amounts claimed, paid, or outstanding
• The status of any application or notice
• Names of parties, courts, and case numbers

If a fact is not in the file, it does not go in the email until you have confirmed it.

Hunt for overpromised outcomes

This is where the real exposure lives. AI drafts drift toward optimism because reassurance reads as good service. Strip out any prediction of result, any "we are confident," any implied guarantee. Replace it with what you can defend: what has been done, what happens next, and what remains uncertain. Legal advice that survives scrutiny describes the position; it does not sell the ending.

Check for commitments the firm did not make

Watch for the quiet undertakings a model invents to sound proactive, "we will file by Friday," "we will revert tomorrow," "there is no further action needed from you." Each of these creates an expectation and, potentially, a professional liability. Every commitment in the email must be one someone in the firm has actually agreed to meet.

Confirm the ask and the deadline are unmistakable

A client email usually exists to make something happen: send a document, confirm instructions, pay a fee, attend on a date. The model often buries this under pleasantries. Make sure the required action and its deadline appear plainly, ideally in their own line, so the client cannot miss what you need from them or when.

Log what was actually communicated

Once the email is right, the record matters as much as the message. Save the sent version and note the instruction or advice it conveyed, so the next person on the matter knows what the client has been told without reconstructing it from memory. Keeping correspondence and its context together in the matter file turns a sent email into a reliable part of the record rather than a loose end.

The model is a fast first drafter of client correspondence, and used that way it saves genuine time. But the lawyer whose name is on the email owns every sentence in it. Audit for what the words promise, not just how they read, and the speed comes without the exposure.