AI Evaluation Report Writers for School SLPs: 7 Tools Compared
AI report writers differ most in one place: what happens to your test scores. Some interpret them, some calculate them, and some only write around the numbers you enter. Decide which you want before comparing anything else.
The short answer
If you want the software to score or interpret tests for you, look at tools that state that clearly, such as SLP Score or EvalScribe. If you want to enter official scores yourself and have the draft written around them, look at tools that say they never compute scores, such as SpeechPilot or SLP Draft. If your district already has a required template, test whether the tool can follow it, as EASI and easyReportPRO describe.
Our perspective: SLP Draft publishes this guide and is one of the seven tools. They are listed alphabetically, not ranked. Every description below comes from the company's own public page, checked November 1, 2026. We did not test every subscription, and a feature missing here is not proof a product lacks it.
Comparison at a glance
| Tool | How the draft is built | Test scores | Output and scope |
|---|---|---|---|
| EASI (iTherapy) | Drafts from clinician-attested measures and selected records into an EASI report flow or an organization's own template. | Uses clinician-attested measures; states the clinician decides eligibility and diagnosis. | Evaluation, progress, records-review, re-evaluation and authorization workflows. |
| easyReportPRO | Customizable templates fill report sections from assessment results; optional AI refines wording and suggests goals or recommendations. | Templates connect entered scores to descriptions and tables. | Copy into Word, Google Docs, an EHR or IEP system. Lists a 30-day free trial. |
| EvalScribe | Check pre-written findings across ten clinical sections, then add scores. | Built-in score fields and interpretation ranges for listed batteries (for example CELF-5, GFTA-3, PLS-5). | Word document, PDF or clipboard. |
| Evalubox | Assessment Impressions generates editable report sections; also offers digital questionnaires and language-sample transcription. | Organizes testing results with other evaluation data. | Its full Speech Report Writer is listed as coming soon. |
| SLP Draft | Drafts each section from the case history, scores, language sample and observations you enter; you edit every section. | Never calculates standard scores or percentiles; MLU is counted by fixed rules you can review. | .docx export. Also turns live session data into progress drafts. |
| SLP Score | Pro plan generates a full report: background, history, observations, results, summary, recommendations, prognosis and goals. | Combines scoring and analysis with summary charts. | Editable report; full-report generation is Pro plan only. |
| SpeechPilot | Drafts from typed or dictated notes; offers custom templates and can match your writing style from a sample report. | Score table entry; states it never computes or converts scores. | Also drafts PLAAFPs, goals, SOAP and Medicaid notes. |
Test any tool with a fictional student
- Enter one fictional case with two subtests, a short language sample and one teacher concern.
- Leave one section empty on purpose. A good draft shows it as missing instead of filling it in.
- Check every score in the draft against what you entered, including descriptors like "below average".
- Paste the output into your real district template and look at headings, tables and spacing.
- Check the eligibility wording. The tool should leave that decision to you and your team.
You can compare against SLP Draft's fictional sample evaluation report, and see how school reports are structured in the school SLP report writing guide.
Privacy before you start
Before entering real student information into any AI tool, including general chatbots, confirm your district allows it and whether a data privacy agreement is in place. Use initials or case codes where you can. Initials alone do not guarantee a record is de-identified. This guide does not certify any product's privacy or legal compliance.
Related comparisons
- Best SLP software in 2026: data tracking, materials and practice tools, not only reports.
- SLP Draft vs. SLP Toolkit: assessments, rubrics and goals compared with live data and report drafting.
- How SLP Draft drafts evaluation reports. SLP Draft also includes goal and session data tracking and Activity Studio for goal-based therapy activities.
SLP Draft is not affiliated with or endorsed by the other companies listed. Product names and trademarks belong to their owners.
Frequently asked questions
- What is the best AI evaluation report writer for school SLPs?
- There is no single best tool for every SLP. Choose by how the tool handles scores: some interpret scores you enter with built-in ranges, some score assessments themselves, and some only draft around the numbers you type. Test each with a fictional student before entering real records.
- Do AI report writers calculate standard scores?
- It varies. SLP Score's help pages describe scoring and analysis on its Pro plan, and EvalScribe says it interprets standard and scaled scores you enter. SpeechPilot and SLP Draft say they never calculate scores; you enter official scores from the test manual or scoring software.
- Can I put student information into an AI report writer?
- Only if your district or employer allows it. Check whether a data privacy agreement covers the tool, use initials or case codes where possible, and remember that initials alone do not guarantee a record is de-identified.
- Is this an independent ranking?
- No. SLP Draft publishes this guide and is one of the tools listed. Tools appear in alphabetical order, not ranked. Descriptions come from each company's own public pages, checked November 1, 2026, not from hands-on testing of every product.
Try your own workflow
14-day free trial, no credit card required. Subscribe only if it fits: $24/month or $240/year. Checked October 28, 2026.