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AI SOAP notes: accuracy, review and sign-off

Cet article n'est pas encore traduit en français : il est affiché en anglais.

AI SOAP notes are safe to use when a vet reads, corrects and signs every draft before it becomes part of the record, because the medical record stays the vet's legal document no matter who or what typed it. The College of Veterinarians of Ontario (CVO) is clear that a veterinarian remains responsible when documentation is delegated, and an AI tool is a kind of delegation.

Which leaves the practical bit. You've seen twenty patients, it's 6:40, and a tidy draft appears in seconds. What does a real review look like then?

This post covers what the records rules ask for, where AI drafts tend to go wrong, and a short sign-off routine your team can adopt.

What must a SOAP note show, whoever drafts it?

A SOAP note has to show the vet's reasoning, not just the conclusion. The CVO's guide to its medical records standard describes records as legal documents that represent the veterinarian's thought process. In a SOAP or DAP note, the assessment carries that reasoning, and the guide notes that a bare entry like "PE-NAF" isn't enough without a defined protocol behind it.

Ontario's Regulation 1093 lists what a companion animal record must contain, including the history, current weight, assessments with examination findings and diagnostic results, the advice given, and treatments with the drug name, strength, dose and quantity. An AI draft has to meet that same list. The software doesn't get a lower bar.

An AI draft is a starting point. The signed note is the vet's record, held to the same standard as any other.

Where do AI SOAP notes go wrong?

AI SOAP notes usually go wrong in small, believable ways, because the text reads so smoothly that it's easy to trust. The Office of the Privacy Commissioner of Canada's principles for generative AI ask organizations to check outputs for accuracy and keep human review in place, since these systems can produce content that sounds right and isn't. In clinical notes the slips are fairly predictable:

Common AI draft errors and what to check
Error typeExampleWhat the reviewer checks
Added detailA normal finding the vet never examinedEvery finding was actually observed
Dropped detailA client concern left out of the subjectiveThe owner's main concern is recorded
Wrong numbersWeight, temperature or dose transposedEach number against the source
Wrong side or siteLeft and right swappedLaterality and location
Overstated certaintyA differential written as a diagnosisThe assessment matches the vet's reasoning
Wrong drug detailsStrength or quantity not what was dispensedDrug name, strength, dose and quantity

The first row is the sneaky one. A draft that fills in a normal finding for a system you never looked at reads perfectly, and it's exactly the kind of line a tired reviewer skims past.

A sign-off routine for every AI drafted note

A good routine takes a minute or two per note and catches the errors above. Agree on it as a team, write it down, and use it every single time:

  1. Read the whole draft, not just the plan. Errors like to hide in the objective section.
  2. Check every number against the source: weight, vitals, doses, quantities and dates.
  3. Delete anything you didn't do. If you didn't examine it, it doesn't belong in the note.
  4. Add what's missing, especially the owner's main concern and the advice you gave.
  5. Make the assessment yours, rewriting it until it shows your reasoning in your words.
  6. Confirm drug details line by line against what was prescribed or dispensed.
  7. Sign only when it's right. Out of time? Leave it as an unsigned draft rather than signing in a rush.

The CVO guide says records should be updated immediately or as soon as possible, so review drafts the same day while the visit's still fresh in your head.

What happens if an error is found after sign-off?

You correct it the way you'd correct any record. The CVO guide says corrections must not delete the original, and in electronic records an audit trail keeps the original content. Regulation 1093 requires electronic systems to keep an audit trail of changes with the date and time, original preserved.

In practice that means a dated addendum explaining the correction. Never quietly rewrite a signed note. Pick software that handles this for you; our post on veterinary medical records inspection explains what an inspector looks for.

Privacy questions to settle before you start

Settle what data goes in, who can switch it off and how you'll tell clients, all before the first draft. The OPC's generative AI principles ask organizations to limit the personal information they put into AI tools to what's necessary, be open about when AI is used, and stay accountable for the result.

So before rolling out an AI scribe, find out what client and patient data the tool receives, and whether the vendor uses it to build or improve its models. Check whether an admin can turn AI off for the practice and whether an owner can opt out for their pet. Decide how you'll tell clients that AI helps draft notes. And name the person in the clinic who owns the review routine and makes sure it's followed.

How AI SOAP notes work in PetGrid

PetGrid's AI Assist, included in every plan, drafts the SOAP note from your shorthand or dictation, and the vet edits and saves the note in their own name. Nothing is saved until a person does it. History summaries link each point to the record it came from, so checking a fact is one click.

In the patient records, notes are never overwritten: corrections are dated addenda, and the chart prints with its audit trail. An admin can switch AI off for the whole practice, and an owner can ask for no AI on their pet.

Questions fréquentes

Are AI SOAP notes allowed for veterinarians in Ontario?

Nothing in the medical records standard forbids drafting help, but the vet stays responsible for the record. The CVO guide says a veterinarian remains responsible when documentation is delegated, so every AI draft needs review before sign-off.

Who is responsible if an AI drafted note is wrong?

The veterinarian who signs it. The record represents the vet's thought process, so the vet has to check and correct the draft before it goes in the chart.

How long should reviewing an AI SOAP note take?

Usually a minute or two, once you have a set routine. Read the whole note, check every number and drug detail, remove anything you didn't do, and make the assessment your own.

Can I edit an AI note after I have signed it?

Add a dated correction rather than overwriting it. The CVO guide says corrections must not delete the original, and electronic records keep an audit trail of every change.

Do clients need to know AI helps write their pet's notes?

Being open about it is the safer course. The Office of the Privacy Commissioner's generative AI principles call for transparency when AI is used and for limiting the personal information shared with AI tools.

Lire les questions et réponses pour les cliniques

En bref

AI SOAP notes take the typing off a vet's day. They don't take the responsibility. Hold every draft to the records standard, review it with the same routine each time, fix signed notes with addenda, and sort out the privacy questions before you start.

Want to see drafting, review and sign-off working together in one chart? Book a short demo with the PetGrid team.

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