AI can help an occupational therapy practice with seven admin jobs: report drafts, funding letters, appointment reminders, intake forms, parent or carer updates, billing checks and referral handling. It drafts and sorts. The therapist forms every clinical opinion and reads every word that leaves the practice.
Most of what ranks for this topic is clinical or academic: AI in assessment, in rehabilitation, in robotics. A practice owner's problem is different. The week disappears into report writing, letters to funders, chasing no-shows and untangling invoices. Those are language-and-sorting jobs, and the review step keeps the therapist's judgement exactly where it was.
Where the time actually goes in a small OT practice
Before choosing a tool, count the hours. A typical week for a small practice, illustratively, might be 20 hours of direct contact and another 12 to 15 hours of non-contact work: reports and letters, scheduling, billing and communication. The non-contact hours are the target, and they are often unpaid in practice even if the work is billable in theory.
A quick log for two weeks tells you which of the seven jobs matters most for you. Record the task, the minutes and whether the output went outside the practice. Jobs that leave the practice, such as a letter to a funder, need more review than internal ones, such as a reminder list. If you want a way to sort the log, my tutorial on best AI tools by practice type separates school, clinic and home-visit settings, because the admin mix differs in each.
1. Report drafts: from notes to a structured first version
Reports are the biggest drag. You have assessment notes, scores and observations, and a report needs consistent headings, plain wording and recommendations that follow from the findings. An assistant can arrange the material into your template, tighten the language and flag gaps, such as a goal with no matching finding.
The rule is that the assistant does not interpret. You give it your own findings, written in your own shorthand, with identifiers removed, and ask it to organise them.
Organise these assessment notes into a report with the headings: Background, Assessment
methods, Findings, Summary of strengths and difficulties, Recommendations. Use only the
content in my notes. Where something is missing or unclear, write [THERAPIST TO COMPLETE].
Plain English for a parent or school reader. Do not add diagnoses, scores or advice.
Notes: [paste with names replaced by [client]]An illustrative result is a clean two-page draft with a findings section in short paragraphs and several [THERAPIST TO COMPLETE] markers where your notes were silent. Check: compare each finding with your source notes and delete any sentence you did not write or imply. Then add the identifiers back in your own system. For a funding-scheme version, a report template drafted with AI shows how a template shapes the output.
A realistic failure: an assistant "smooths" a cautious finding, such as "appeared to have difficulty with", into "has difficulty with", which changes its strength. Add "keep hedging words exactly as written" to the prompt and still read for it.
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Buy now2. Funding letters and justification statements
Funding requests for equipment, home modifications or extra sessions need a clear argument: the need, what has been tried, what is requested and why it is reasonable. Funders read many, and a letter with a clean structure is easier to approve.
Give the assistant the argument, not the facts to invent: a list of the client's needs in your words, the item and its cost from a quote, and the funder's headings if they have them. Ask it to organise into the structure and to leave a marker wherever evidence is missing. Our companion tutorial on funding letters and parent updates goes further into wording.
Draft a funding request letter using these points only: need [your description];
what has been tried [list]; item requested [item] at [cost from quote];
how it addresses the need [your reasoning]. Structure: need, evidence, request, expected
benefit, review plan. Neutral professional tone, under 350 words. Mark any missing evidence
as [EVIDENCE NEEDED]. Do not exaggerate benefits.Check: every figure matches the quote, every claim of benefit is one you are prepared to defend, and the letter would stand if the funder rang you to discuss it. Attach your own supporting evidence; the letter organises it and does not replace it.
3. Appointment reminders and no-show handling
Missed appointments cost income and delay progress, and many practice systems already send reminders. Cliniko's help centre, for example, says its SMS reminders can go out up to nine days before an appointment, at a time you set in the reminder template, with an option to skip weekends; each reminder typically uses one prepaid SMS credit, and a second credit if it runs past 160 characters. That last detail is worth a wording rule: keep reminders short. Check what your own system does before adding anything.
The AI contribution is the wording and a sensible escalation: a first reminder, a second with a reply option, and a template for the "we missed you" message that is kind and states your policy. For a child's therapy session, the reminder goes to the parent or carer, so the wording must read clearly to them.
Write three short reminder texts for an occupational therapy appointment: one sent 3 days
before, one on the morning, and one after a missed appointment. Include [client first name],
[date and time], [location], and how to reschedule at [link or number]. Kind, no clinical
details, under 40 words each. Mention the cancellation policy only in the third.Say a practice has 25 appointments a day and a no-show rate of 8%, so two a day. If better reminders bring that down to one a day and a session is worth $90, that is $90 a day or roughly $450 a week of recovered time, before counting a rebooked slot. These are illustrative figures; use your own. Check: no clinical detail appears in a text, since messages can be seen on a lock screen.
4. Intake: forms, triage questions and first-contact replies
A new enquiry needs a quick, consistent response: what you do, whether you take their funding type, the waiting time, and how to book. It also needs an intake form that gathers the right information without asking the family for everything twice.
An assistant is good at turning your policies into a short reply template, writing a plain-language intake form, and sorting enquiries into piles: suitable, unsuitable with a referral suggestion, need a call. It must not triage clinical urgency. A rule such as "anything mentioning safety, injury or distress goes to the therapist the same day" should be written in, and tested by sending it five invented messages.
Here is a before and after. Before: you type a similar first reply twelve times a week at three minutes each, 36 minutes. After: a saved reply with placeholders takes ten seconds to personalise, so about two minutes in total, plus a minute to read each enquiry. The reply states your fees only if you are happy for them to be quoted in writing. Check: that the reply never implies a service you do not offer, and that waiting times are current.
5. Parent and carer updates: short notes between sessions
Parents and carers want to know what was worked on and what to practise at home. Writing a good note after each session is the first thing dropped when the day runs late. A saved structure helps: what we did, what went well, one thing to try, and when we next meet.
Turn these session points into a short update for a parent or carer. Points: [your
shorthand]. Warm, plain English, no jargon, under 120 words. Structure: what we did, what
went well, one thing to try at home, next appointment [date]. Use only my points and do
not suggest activities I have not listed.An illustrative result: "Today [client first name] practised using both hands to open a lunch box, and managed it twice without help. At home, you could let them open snack containers before meals. We meet again on [date]." Check: that the suggested home activity is yours, appropriate for this child, and that nothing is stated about progress you did not observe. A sample of three notes a week read against your session record catches most problems.
6. Billing checks: finding what was missed or mis-entered
Billing errors are quiet leaks. A session delivered but not invoiced, a wrong code, a rate applied from last year, an invoice sent twice. A general assistant can work on an exported spreadsheet of sessions and invoices, with client names removed, and list mismatches for you to look at.
Say you export a month of 410 sessions and 396 invoices. Ask the assistant to list sessions with no matching invoice, invoices with no matching session, rates that differ from your price list, and duplicate invoice numbers. A plausible result is fourteen unbilled sessions, two duplicates and three rate mismatches. If unbilled sessions average $85, fourteen is $1,190 of work you had already done. The assistant is not authorised to change anything; you correct in your billing system.
Check: verify each flagged line in the source, because assistants miscount on long tables. A formula in the spreadsheet (a lookup of session ID against invoices) is more reliable than asking for the match in prose, and the assistant can write that formula for you; our guide to ChatGPT and Excel covers how.
7. Referral handling: letters in and letters out
Referrals arrive in many shapes and leave as letters to doctors, schools and other professionals. The admin work is extracting the key facts from incoming referrals into your intake record and drafting the outgoing acknowledgement and summary letters.
For incoming referrals, an assistant can pull out reason for referral, requested services and any urgency stated into a standard summary, provided the document has been handled according to your data rules. For outgoing letters, it can structure a short summary of your findings and next steps from your own notes. Our monthly documentation audit checklist is a good place to check whether those summaries stay consistent with the record.
Check: the summary must not add a diagnosis or a recommendation from another professional that is not in the referral, and a letter that goes out under your name has your reading and approval. For urgent referrals, a person reads the original on the day it arrives.
A three-therapist paediatric practice, worked through
Here is an illustration with invented figures. Say three therapists share an administrator for a children's practice with 60 active clients. They log two weeks and find about 38 hours a week of non-contact work: reports 14, letters to funders 5, reminders and rescheduling 6, intake 4, parent updates 4, billing 3, referrals 2.
| Job | Hours now | Start | Review rule |
|---|---|---|---|
| Reminders and rescheduling | 6 | Week 1 | No clinical detail in texts |
| Intake replies and forms | 4 | Week 1 | Urgent words go to a therapist |
| Parent and carer updates | 4 | Week 3 | Therapist reads each one |
| Billing checks | 3 | Week 3 | Verify flagged lines at source |
| Report drafts | 14 | Week 5 | Line-by-line check against notes |
| Funding letters | 5 | Week 5 | Every figure against the quote |
| Referral summaries | 2 | Week 7 | Original read for urgent ones |
The order puts jobs with no clinical content first and report drafting after the team has built a review habit. The administrator keeps a one-page record of minutes before and after for each job. If report drafts fall from about 90 minutes to 55, the 14 weekly hours become roughly 8.5, a gain of about five and a half hours, which the practice can spend on contact time. Those are estimates; the point is to measure them.
When "improved with prompts" became "independent"
Say a practice uses a saved prompt to draft updates and the therapist skims instead of reading. One note tells a parent that a child "is now able to dress independently", because the therapist's shorthand said "dressing: improved with prompts". The parent is delighted, then confused when the school says the child still needs help. The error was not malice or even a hallucination of a fact; it was a small upgrade in strength from "improved with prompts" to "independent". Two fixes help: tell the assistant to keep the therapist's wording about level of support exactly, and read each update for words like "independent", "mastered" and "no longer".
Turning a long referral letter into three lines
An incoming referral letter from a family doctor might read, in a long paragraph, that a child has difficulties with handwriting, is described by the school as "slow to finish tasks", and has been waiting for assessment since the start of term. Before: you read it and retype three lines into your intake record, about five minutes with the pause to find the wording. After: you paste the letter with names replaced by [client] and ask for a three-line summary in the format reason, source, urgency stated.
Summarise this referral in three lines: reason for referral; who referred and when; any
urgency stated (quote the words exactly, or write "none stated"). Do not add a diagnosis
or interpretation. Referral: [paste with [client] in place of names]An illustrative output: "Reason: handwriting difficulty and slow task completion. Referred by: school via family doctor, start of term. Urgency: none stated." You compare it with the letter in about a minute and paste it into the record. Where the letter mentions safeguarding, distress or a deadline set by a funder, you read it yourself first.
Building a template library once, so every job gets faster
Most of the saving in this list comes from reuse, not clever prompts. Spend an afternoon building a small library: one reminder set, one intake reply, one funding letter structure, one update format, one report skeleton for each assessment type you use. Store each with its prompt, the placeholders it expects, and the check step. On a business plan of ChatGPT or Claude you can keep these in a shared Project; both plans need at least two seats, at $20 a seat a month billed annually or $25 monthly on their pricing pages, so a solo therapist may prefer an individual plan or a plain document.
Use placeholders for everything identifying: [client], [parent], [school], [funder]. If a tool lets you attach files, think hard before attaching anything that holds client information, and read the plan's data terms first. Business plans from the main vendors do not train on business content by default, per their pages as of November 2026, but that is a statement about training, not a promise about every other use, so keep the minimum data in.
Session value against tool cost
Work the numbers with your own hourly value. Say a therapist's contact time is worth $90 an hour and non-contact time is unbilled. If drafts save five hours a week, and four of those hours become sessions, the extra income is about $360 a week. Against that, a general assistant plan at around $20 to $25 a month is negligible, and a scribe or practice-software add-on priced per clinician is the larger cost. The risk to the sum is review time: if checking a draft takes as long as writing it, you have saved nothing. Time five real drafts before you commit.
For reminders the sum is simpler. Take your monthly no-shows, multiply by session value, then by the fraction you expect to recover. If you have 40 no-shows a month at $90 and recover a quarter, that is $900 a month. You can only claim the sessions you then refill, so count rebooked slots, not reminders sent.
Four signs the first month worked
Look at four things. Minutes per job, against the log from week one. Edits per draft: if you rewrite more than half of a draft, the prompt or your notes need work. Errors found after sending: aim for none, and record every one. And your own sense of the day: whether you finish notes before leaving. If the answer to the last is yes, and the errors are zero, add the next job. If not, go back to the review step. It is almost always the cause.
Where clinical judgement stays human
The boundary is the same across all seven jobs. The therapist decides what a finding means, which goals are appropriate, what equipment is justified and when an urgent case should be escalated. The assistant helps with the wording, structure and sorting around those decisions. If an output offers an opinion, a diagnosis, a prognosis or a recommended intervention you did not write into the prompt, treat it as an error and remove it.
Keep a short practice note that says so: approved tools, what data stays out, who reviews each job and how often you sample. Update it when you add a job. The note matters if a client, a funder or a professional body asks how the practice uses AI, and it keeps new staff and locums working to the same rule.
A good place to begin is the job with no clinical content and the clearest saving: reminders and intake. Once the review habit is secure, move to updates and letters, and leave report drafts for when you trust your prompt and your checking. For the question of recording tools, the scribe buyer's checklist covers the questions to ask.
If you would like help mapping your own non-contact hours against these seven jobs, that is what my AI implementation consultation is for.
Questions OT practice owners ask
Can AI write my assessment reports?
It can turn your notes into a draft with the right headings and plain-English wording, which you then edit. It cannot form clinical opinions, and every finding, recommendation and goal must be yours. Treat the draft as a formatting and wording aid, and read the final report line by line against your assessment notes.
Is it safe to use a chatbot with client information?
Only if the tool, the plan and the contract have been checked against your professional and data-protection obligations. For many jobs below you can avoid the question by using placeholders for names and identifiers. Where you need a scribe or record-linked tool, choose one built for health practices and read its data terms.
How much time does this realistically save?
For a solo therapist, an hour or two a week once reminders, intake and letters are set up, more if report writing is the main drag. The saving comes from reviewing a draft instead of writing from a blank page, so it falls if your notes are thin or your review is slow.
Further reads
- AI Tools for Physiotherapy Clinics: What Each One Actually Does — What each AI tool does in a neighbouring therapy setting.
- How Physiotherapists Use AI to Write Treatment Notes Faster — Treatment notes written faster, with review rules.
- Best AI Scribe for Physical Therapy: Four Tools Compared — Four scribes compared for a therapy practice.
- Best AI Software for Therapists in a Group Practice: Seat Costs — Per-seat software costs for a group practice.
- AI Receptionist for Physiotherapy Clinics: Cost and Booking Setup — Reception and booking set-up from a neighbouring practice type.
- ChatGPT for Occupational Therapy Goals: Drafting Without Client Data — Drafting therapy goals with ChatGPT without client data.
- AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.
Sources: Cliniko help centre (set up SMS appointment reminders), OpenAI ChatGPT business pricing page, Claude pricing page, Microsoft Learn (Copilot privacy) and Google Workspace generative AI privacy hub, all checked November 2026; read your professional body's guidance directly.