If you are a school-based occupational therapist looking for AI that fits your week, seven tools in our directory earn their place: Glint for visual schedules and first-then boards, Canva for Education for fine-motor practice pages and task strips, MagicSchool for turning your own notes into present-levels prose, Otter.ai for capturing a teacher consult you would otherwise write up from memory, FrenalyticsEDU for goal progress data, Read&Write for the accommodation side of a handwriting goal, and Gemini Notebook for reading your state's related-services guidance without losing the citation.
None of them should write your clinical reasoning, and one of them should probably never hear a student's name.
The timing is not academic. First-quarter IEP progress reports land this month, and a survey of 255 school-based pediatric therapists published on August 13, 2026 found that 68% spend six or more hours a week on documentation and IEP management outside their contracted school hours (Kelly Services). That is the six hours these tools are competing for.
How this list was built
The pool was all 138 tools in the aieducator.tools directory, read from the directory's own records on October 2, 2026, plus the 29 tools in the special education and accessibility category. Nobody paid to be here and nobody can.
Four criteria decided the list. The tool has to do a job that is actually on an OT's calendar, not a teacher's. It has to work without a district contract or be honest that it needs one. Its pricing has to be published, or the absence of pricing has to be stated. And it has to leave the clinical decision with the therapist, which is not a preference: AOTA's policy on the ethical use of artificial intelligence states that "the use of AI tools does not replace professional judgment" and that outputs "should be evaluated to ensure that they are evidence-based and in alignment with AOTA's existing policies" (AOTA policy E.19, 2025).
Two popular things are missing on purpose. Standalone AI note-writing services aimed at private-practice clinicians are not here, because a school OT's notes live in the district's IEP system and a tool that will not integrate with it just adds a copy-paste step. And no AI handwriting-analysis tool is here, because there is not one to include. Fifteen directory records mention handwriting. Fourteen are grading products using optical character recognition to read a student's handwritten answer for its content, and the fifteenth uploads a teacher's handwritten notes. Not one assesses letter formation, pencil grasp or legibility, which is the thing an OT would want analyzed.
Pricing and features verified October 2, 2026.
What our own records say about AI built for therapy
Here is the finding that shaped this post. Searching all 138 directory records on October 2, 2026 for the words "occupational", "therapy", "therapist", "sensory", "fine motor" and "motor skill" returns zero tools. Not one listed product describes itself as built for occupational therapy, or for any therapy discipline. Ninety-four of the 138 do not state whether they share data with third parties, and 47 do not say where they host it, so the gaps in the record are wide; but on this question the record is not thin, it is empty. The same search last month returned zero for speech therapy too, which is why the list for school SLPs reaches for general tools in exactly the same way this one does.
Occupational therapy is not a small corner of the system. Under federal regulation it is a related service, defined as "services provided by a qualified occupational therapist" that include "improving ability to perform tasks for independent functioning if functions are impaired or lost" (34 CFR 300.34). Every district that writes an IEP owes it, and every English school contributing to an Education, Health and Care plan owes its equivalent. The vendors have built for the person who plans the lesson, and nobody has built for the person who makes the lesson physically possible.
One more number from the same records. Of the 29 tools in the special education and accessibility category, five carry an independent security assessment, against 36 across the whole directory, which you can browse on the security assessments page. A blank in the rest is not proof of a problem. It is proof that the answer is not where a buyer would look for it.
The seven, compared
The privacy column is the vendor's own declaration recorded in the directory, not an audit. The independent assessment column is the one performed by a third party.
| Tool | Best for | Pricing (checked Oct 2, 2026) | Declared privacy | Data hosted | Independent assessment |
|---|---|---|---|---|---|
| Glint | Visual supports | $18/mo, $150/yr | FERPA, COPPA, GDPR | United States | No |
| Canva for Education | Practice materials | Free, verified K-12 staff | Not stated | Not stated | Yes |
| MagicSchool | Present-levels prose | Free tier; $8.33/user/mo annual | Not stated | Not stated | Yes |
| Otter.ai | Consult capture | Free 300 min/mo; $8.33/user/mo | Not stated | Not stated | Yes |
| FrenalyticsEDU | Goal progress data | Free tier; paid figures unverified | FERPA, COPPA | United States | No |
| Read&Write | Handwriting accommodations | Free for teachers; from $2.75/seat | Not stated | Not stated | Yes |
| Gemini Notebook | Reading state guidance | Free 50 sources/notebook | Not stated | Not stated | No |
Glint: best for the visual support you need before fourth period
Glint is the best fit for making visual schedules, first-then boards and sensory-break cards because it generates them without ever being given a student's name.
You type the steps of a routine in plain words, pick the pictures, and get a printable board. The vendor says it produces communication boards, visual schedules and social stories in under 20 seconds on average, supports more than 50 languages, and gives every cell voice output (Glint). For an OT covering four buildings, the useful part is the 50 languages: a hand-washing sequence in the home language of the family who asked for it, made in the time it takes to find the laminator.
What sets it apart from Canva is scope. Canva will make a more beautiful board and expects you to design it; Glint knows what a first-then board is and asks you for the content.
Watch out for: the picture library pulls from Google Images, so a search for a familiar object can return something stylized or wrong, and you have to look at every cell before you print. The directory also holds no reviews for Glint, so there is no user evidence here beyond the vendor's own.
Pricing: $18 a month or $150 a year, with enterprise pricing for schools and districts on request (Glint pricing, checked October 2, 2026). A free trial is offered, but the site does not publish what the free tier includes, so the "freemium" label is unverified at the tier level.
Safety: the vendor declares FERPA, COPPA and GDPR, states that it does not collect student data, hosts in the United States, and sets a minimum user age of 18, which makes it a staff tool rather than a student one. It carries no independent security assessment. Because the workflow needs no student identifiers, this is the easiest tool on the list to use before your district has signed anything.
Canva for Education: best for the practice page that matches the goal
Canva for Education is the best fit for fine-motor practice materials and task strips because it is free for verified school staff and gives you control over the one variable that matters, the size of the thing the child has to control.
The job is unglamorous. A second grader reversing b and d needs a page with a bigger box, a single letter pair and a start dot, and a commercial workbook will not give you that. Canva will, and will keep the template so next week's version takes two minutes. It also prints the thing a classroom teacher will actually keep on the desk: a strip of four pictures showing how to set up for writing.
What sets it apart from a general image generator is that the output is editable. You can move a start dot three millimeters; you cannot do that to a generated picture.
Watch out for: nothing in Canva knows anything about motor development, so every design decision is yours. It is a very good pair of scissors, not a clinician. Treat its templates as paper, not as practice.
Pricing: free. Canva states it is "100% free, with no paywalls or nasty surprises" for K-12 educators, their students, and qualifying districts, with staff verified by education email or proof of employment, and students added by teacher invitation rather than signing up themselves (Canva for Education, checked October 2, 2026).
Safety: the directory holds no declaration from Canva on FERPA, COPPA, GDPR or data hosting, so those read as not stated. It does carry an independent security assessment, and it holds the strongest user evidence of anything on this list at 4.62 from 39 directory reviews. Keep student names off the designs and the privacy question mostly disappears.
MagicSchool: best for turning your own notes into present-levels prose
MagicSchool is the best fit for drafting the present-levels narrative because its privacy policy states plainly that your text will not be used to train a model.
You give it the observations you already made, in telegraphic form, and ask for a paragraph a parent can read. The difference between "scissor skills emerging, fatigues after 4 cuts, needs hand-over-hand for curves" and the three sentences a parent understands is twenty minutes on a Sunday, and it is drafting, not judgment. The clinical work happened when you watched the child cut.
What sets it apart from a general chatbot is the documented data position. MagicSchool states that it "does not use personal information to train artificial intelligence or machine learning models," and that "students under the age of 18 may only access the Service through MagicSchool's agreement with a Customer" (MagicSchool privacy policy).
Watch out for: it writes fluent prose about things that did not happen. It will smooth "needs hand-over-hand for curves" into a sentence that implies independence, and the parent reads the sentence, not your notes. Read every clause against what you saw. The free plan also caps how many generations you get, which the pricing page does not quantify.
Pricing: free plan at $0 with 80-plus educator tools; Plus is $12.99 per month billed monthly or $8.33 per user per month billed annually; Enterprise is quoted (MagicSchool pricing, checked October 2, 2026).
Safety: the directory records no FERPA, COPPA or hosting declaration, so those are not stated there, but the vendor's own policy covers the training question above and routes all under-18 access through a district agreement. It carries an independent security assessment and 4.74 from 19 directory reviews. Put observations in, not names.
Otter.ai: best for capturing the consult you would otherwise reconstruct
Otter.ai is the best fit for capturing a teacher consult or a team meeting, and it is also the one tool here you should think hardest about before using, because of what its privacy policy says it does with recordings.
The job is real. A three-minute hallway conversation with a classroom teacher about why the pencil grip is not carrying over is the most useful data you collect all week, and you write it up four hours later from memory. Recorded and transcribed, it becomes a consult note you can actually quote.
Then read the policy. Otter.ai states that it uses customer data for "training our proprietary AI technology on de-identified audio recordings and on transcriptions (which may contain Personal Information)." It discloses personal information to "data labeling service providers who provide annotation services and use the data we share to create training and evaluation data for Otter's product features," and notes that under US state privacy laws "some of these data disclosures may broadly be considered a 'sale' of Personal Information" (Otter.ai privacy policy).
What sets it apart from typing your own note is speed. What sets typing apart from it is that your notepad does not become training data.
Watch out for: on the reading above, a recording in which a teacher says a student's first name is a disclosure of personally identifiable information to a vendor, and the PTAC guidance for schools says a vendor receiving such information must be "under the direct control of the agency or institution with respect to the use and maintenance of education records" and may not re-disclose it without permission (PTAC vendor FAQ). A personal free account is not under your district's direct control. Use this tool on your own meetings with adults, agree ground rules first, keep student names out of the audio, and take it to your district before you put it anywhere near a student.
Pricing: Basic is free with 300 transcription minutes a month, a 30-minute cap per conversation, three lifetime file imports and the 25 most recent conversations kept; Pro is $8.33 per user per month billed annually; Business is $19.99 (Otter.ai pricing, checked October 2, 2026). Three hundred minutes is about ten half-hour meetings.
Safety: the directory records no FERPA, COPPA, GDPR or hosting declaration. It carries an independent security assessment and holds 4.20 from 5 directory reviews. The training and labeling disclosures above are the vendor's own words and they are the reason this tool sits last in the trust order, not first.
FrenalyticsEDU: best for goal progress data you do not have to recount
FrenalyticsEDU is the best fit for IEP and MTSS goal progress monitoring because collecting the data and charting it are the same action, so the chart exists when the progress report is due.
MTSS means multi-tiered system of supports: the tiered structure a school uses to decide who gets extra help and how much. The platform says it lets staff "easily collect accurate and quantifiable data that directly align with each student's IEP goals" and then visualize the trend (Frenalytics). For an OT with 55 students on a caseload, the value is not the chart. It is not having to reconstruct six weeks of trials from tally marks on a clipboard in the last week of the quarter.
What sets it apart from a spreadsheet is that it is built around the goal rather than around the week, so a trial logged on Tuesday lands under the right goal without you filing it.
Watch out for: the free tier stops at 10 student profiles, which is a fifth of a typical OT caseload, so the free version is a trial rather than a working account. It also holds no directory reviews and no independent security assessment, which for a tool that holds named student goal data is the blank that matters most.
Pricing: there is a published free tier, and the paid figures are unverified. Frenalytics Free costs $0 and covers 10 student profiles, one staff account, one learning session per student a day and limited performance stats. Above it sit EDU Essentials and EDU Extras, both offered with a two-week trial and then billed annually (Frenalytics EDU pricing, checked October 2, 2026). The monthly figures on that page render ambiguously once the styling is stripped, so we are not quoting them until we can confirm whether the cents are superscript. Ask the vendor for the number in writing before you budget.
Safety: this is the one tool here designed to hold identified student data, so the conditions are strictest. The directory records declared FERPA and COPPA, no declared GDPR, student data collected, third-party sharing declared as none, and hosting in the United States. There is no independent security assessment. Your district has to sign a data privacy agreement and name the vendor a school official before any student goes in, and that is a procurement conversation, not a decision you make on a Tuesday. Our list for directors of special education covers how that approval usually moves.
Read&Write: best for the handwriting goal you are going to stop writing
Read&Write is the best fit for the accommodation side of fine-motor work because it removes handwriting from the task when handwriting is not what is being assessed, and it is free for teachers.
Somewhere in the fourth or fifth year of a handwriting goal, the honest clinical answer stops being "more practice" and becomes "this child should type, and dictate, and use word prediction." That is still your call to make. The toolbar is what makes the call survivable in a general education classroom: text-to-speech with word highlighting, speech-to-text so a student can dictate, word prediction and autocorrect as they type, and a screenshot reader for text locked inside an image or PDF (Everway).
Worth noting for anyone searching the vendor: Texthelp now trades as Everway, and the old texthelp.com product page redirects there. Same toolbar, new company name.
What sets it apart from the built-in dictation on a Chromebook is the word prediction and the fact that it travels across the student's whole day rather than living in one app.
Watch out for: handing a student a toolbar is not an accommodation, it is a piece of software. The thing that decides whether this works is twenty minutes of teaching them to use the prediction and a conversation with the teacher who will see them use it. Budget for that, not just the license.
Pricing: teachers get free access to a premium subscription to the toolbar, and paid school plans start at $2.75 per seat for K-12 and higher education (Everway, checked October 2, 2026).
Safety: the directory records no FERPA, COPPA, GDPR or hosting declaration for this product, so those are not stated. It carries an independent security assessment and holds 4.50 from 2 directory reviews. Student accounts come through the district license, so this one goes through your technology office by default, which is the right route anyway.
Gemini Notebook: best for reading your state's rules without losing the citation
Gemini Notebook is the best fit for working through related-services guidance and evaluation protocols because it answers only from the documents you upload and points at the passage it used.
Load your state's related-services guidance, your district's evaluation procedure and the two research articles you keep meaning to read, then ask what the documents say about workload versus caseload, or about dismissal criteria. The answer arrives with a link into the source paragraph, so you can check it in one click. For a question you will later have to defend at an IEP meeting, the citation is the whole product.
What sets it apart from a general chatbot is the refusal to range. Ask a chatbot what your state requires and it will tell you something plausible; ask this and it tells you what your uploaded document says, or that the document does not say.
Watch out for: it will summarize a stale document as confidently as a current one, so check the date on what you upload. Note also that the product has been renamed: notebooklm.google now redirects to notebook.google, and the directory already lists it under the new name.
Pricing: the free Standard tier allows 50 sources per notebook, 100 notebooks per user, 50 chat queries a day and three audio overviews a day. Plus raises that to 100 sources and 200 queries a day; Pro to 300 sources and 500 queries (Google's published usage limits, checked October 2, 2026).
Safety: the directory records no FERPA, COPPA, GDPR or hosting declaration, and no independent security assessment, though it holds the largest body of user evidence in the directory at 4.84 from 90 reviews. Upload policy documents and published research. Do not upload an evaluation report with a child's name in it.
The big names, in one line each
These come up whenever anyone asks an AI assistant this question, so here is where they land for an OT.
ChatGPT and Claude are the general drafting tools behind most of what MagicSchool does with a school-shaped interface on top; use one if you prefer writing your own instructions, and keep student names out of a personal account either way.
Khanmigo is free for teachers in supported countries in English, with parents and learners paying a subscription (Khanmigo), but it is built around academic tutoring and has nothing to say about motor skills or sensory regulation.
Quizlet is a study and recall tool. There is no OT job it does.
Diffit is worth knowing if part of your consult is making a classroom text readable; its free Basic plan keeps content for 90 days, and school pricing is a flat annual rate tiered by enrollment with no figure published (Diffit).
Kami deserves a mention for the specific case of a student who cannot manage a paper worksheet, because it puts read-aloud and annotation on any PDF.
How to actually choose
Four questions, in this order. They sort tools faster than any feature list.
Does this job need the student's name? If yes, you are in procurement, not shopping. The PTAC guidance above sets the bar: the vendor has to be under your district's direct control and barred from re-disclosing. FrenalyticsEDU sits on this side of the line. Glint, by design, does not.
Is this the doing or the thinking? Outsource your doing, not your thinking. Formatting a visual schedule is doing. Deciding that this child needs one, and which three steps belong on it, is thinking, and AOTA's policy is explicit that the tool does not replace that judgment. A tool that offers to generate goals is offering to do your thinking, which is the one thing you cannot buy.
Who reads the output? A practice page is read by a seven-year-old and the stakes are low. A present-levels paragraph is read by a parent and, if things go badly, by a hearing officer. The higher the stakes, the more of the draft you rewrite in your own words.
Does it save minutes you actually have? Three hundred free Otter minutes is ten half-hour meetings a month. A free MagicSchool plan with an unquantified generation cap might cover one progress-report cycle or none. Count the free tier in your units, not the vendor's.
If a tool fails the first question and your district has signed nothing, stop there. Everything else is a preference.
What I'd do in the next four weeks
One student, one goal, one measure. Here is a plan a school OT can run starting Monday.
A second grader on a 30-minute weekly push-in for letter formation, reversing b and d, with a classroom teacher who has stopped asking for help because the last three suggestions did not stick.
Week 1. Make three things in Canva for Education: a practice page with one letter pair, larger boxes and a start dot; a four-picture desk strip showing the writing setup; and a copy of the strip for the teacher's desk. Fifteen minutes, templates saved. Log the baseline in whatever you already use, noting the number of correctly formed letters out of ten in one minute.
Week 2. Record the five-minute teacher consult, with her agreement and no student names spoken, and use the transcript to write the consult note the same day instead of on Friday. If your district has not approved a transcription vendor, type the note in the five minutes you just saved in week 1 and skip this step: it is the step that costs the least to drop.
Week 3. Run the same one-minute probe. Put the two numbers side by side. If nothing moved, the answer is a different task, not a better worksheet, and that is the clinical judgment no tool will offer you.
Week 4. Draft the progress-report paragraph in MagicSchool from your own two numbers and your own observations, then rewrite the clauses that overstate independence. Read it as the parent will.
What you are measuring at the end of four weeks is not whether the child forms more letters. It is whether you got the paragraph written inside your contracted hours.
The tools on this list can hold the paperwork. They cannot watch a child pick up a pencil, and that is still the part that decides everything.
The bottom line
For a school-based occupational therapist in October 2026, the stack is Glint for visual supports, Canva for Education for practice materials, MagicSchool for present-levels prose, Gemini Notebook for the rules, Read&Write for accommodations, and FrenalyticsEDU for goal data once your district has signed for it. Treat Otter.ai as a staff-meeting tool and read its privacy policy before you record anything. No tool in our 138-tool directory is built for your discipline yet, so you are adapting tools made for teachers, and the adaptation is the skill. Compare the rest in the special education and accessibility category.
The paperwork was never the job. It just takes the hours the job needs.
Dan Fitzpatrick has delivered training to more than 150,000 educators, founded The AI Educator and AI Educator Tools, writes for Forbes, speaks internationally, and has written four number-one bestselling books.
