Buyer’s guide

How to choose AI report writing software

Written by a clinical psychologist who signs reports, and who also builds one of these products. Everything below is a question you can put to any vendor, including us.

First, decide what you are buying

Three different purchases get sold with the same demo. Typing speed on documentation you already know how to write. A draft that arrives in a shape close to your template. Or a system that holds the case and reasons across it.

All three are legitimate. They are priced differently, they fail differently, and they leave you holding different amounts of the work. Sorting the market into three kinds before you look at features saves a lot of demo time, and the field guide places every tool we know of into one.

The two questions that sort any demo

Before a feature list, ask for these two things live, on a case with something messy in it. Both take about ninety seconds and tell you more than an hour of slides.

One. “Show me the evidence that contradicts this diagnosis.” Not a paragraph that sounds careful. The T-scores, the instrument, and the session the divergence came from. A system that cannot produce those is not reasoning about the case; it is writing around it.

Two. “Show me where this claim came from.” Pick a sentence in the draft at random and ask to open its source: the measure, the document, the session note. A fluent restatement that points nowhere is the thing that gets found later.

Then the six requirements

We published these because nobody else had, and they are written to be applied to any platform, ours included. As questions for a sales call:

  1. 1. Provenance

    Every clinical claim resolves to an identifiable source.

  2. 2. Disconfirmation

    The evidence that argues against a conclusion is surfaced, not only the evidence that supports it.

  3. 3. Approval

    Nothing machine-generated enters a record without a logged clinician approval.

  4. 4. Voice

    The report reads in your voice and follows your standards, because you are the one who signs it.

  5. 5. Auditability

    Every action carries a timestamp, an actor and a role.

  6. 6. Disclosure

    AI use is stated in the record itself, not buried in a license agreement.

Read the full standard →

What price and a free trial actually tell you

Worth saying plainly, because it cuts against our own interest as much as anyone else’s: a very low price and an instant free trial are information. Not a red flag. Information.

Reading a whole battery, holding structured data, carrying provenance on every claim and running reasoning across the full file is expensive per report. It also needs configuring to your measures, your templates, your voice and your workflow before it produces anything you would sign. That work happens before you get value, which is why this end of the market demos rather than self-serves.

A tool you can be inside of in ninety seconds with a card is, almost by definition, doing something lighter: a block editor with good phrasing, or a scribe. Those are real products that solve real problems, and if that is what you need, the speed is a feature, not a compromise. The mistake is buying one while believing you bought the other.

Test it on your own worst case

During any trial, do not run the clean case. Run the one where the parent and teacher disagree, the one with the invalid profile, the one where your impression from the room does not match what came back in the post. Then check four things in the draft:

  • Did the divergence appear at all, or did a smooth sentence cover it?
  • Can you open the source of every claim that matters?
  • Does it read like you, or like a house style you will spend an hour removing?
  • Is there a record of what you approved, and when?

Then read the legal, ethical and workflow guardrails and check the process around the tool, which is where most practices actually get caught out.

Questions buyers ask

What should I ask in a demo of AI report writing software?
Two questions sort almost any demo. Ask it to show you the evidence that contradicts the diagnosis, with the T-scores, the instrument and the session the divergence came from. Then pick any sentence in the draft and ask where that claim came from, and whether you can open the source. A tool that can do both on a live case is doing something structurally different from one that cannot.
Does a cheap AI report writer mean a worse one?
Not worse, but lighter. Reading a full battery, holding structured data, carrying provenance on every claim and reasoning across the whole file costs real money per report, and it needs configuring to your measures, templates and voice before it is useful. A tool you can be inside in ninety seconds is usually a block editor with good phrasing, or a scribe. Both are legitimate. Just know which you bought.
What is the difference between an AI scribe and an AI report writer?
A scribe turns what was said into a note, working from a session recording. A report writer works from assessment data - scores, documents, collateral - and produces a document that makes clinical claims. Scribes are mature and useful for session documentation; they are not designed to reason across a battery, and most do not claim to.
Do I need a BAA for AI report writing software?
If the tool processes protected health information on your behalf, yes. HHS treats a vendor handling PHI as a business associate, and has applied that to AI tools. Ask for the signed agreement, not a compliance badge on a pricing page, and check whether it covers the plan you are actually on.
How do I know if an AI report writing tool will sound like me?
Give it two or three of your own finished reports during the trial and read what comes back for your own habits: how you order a background section, how you hedge, whether you lead with strengths. Voice is a feature that has to be built for, and a house style that is not yours is a slow drift away from the thing you are attesting to.
What should make me walk away from an AI report writing tool?
No BAA for the plan you are on, no answer about whether your data trains a model, no way to see where a claim came from, and a demo that cannot produce contradictory evidence on request. None of those are about polish; they are about whether you can account for a document you signed.

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