The physiotherapist chooses the exercises, doses and progressions; AI turns that clinical shorthand into clear patient instructions, a weekly schedule, pain-guided progression rules and short reminder messages, which the physio checks before sending. Use exercise-prescription software with AI features, or an approved business-plan assistant with no identifiable details in the prompt.
The value is in the writing, not the choosing. A physio can decide on four exercises in a minute and then spend ten minutes turning "step-downs 10 cm 3x10 daily" into something a patient can follow at home. That's the part AI speeds up. The risk is that it quietly changes a dose, adds advice you didn't give, or invents an exercise, so the review step is not optional.
Which parts AI drafts, and which stay clinical
| Part of the programme | Who decides | What AI does |
|---|---|---|
| Choice of exercises | Physio | Nothing, or suggests options to consider |
| Sets, reps, frequency, load | Physio | Copies them exactly into the instructions |
| Step-by-step instructions and cues | Physio approves | Drafts plain-language steps from your cues |
| Progression and regression rules | Physio | Turns your rule into a simple table or traffic-light guide |
| Weekly schedule | Physio approves | Lays exercises out across the week |
| Reminders and check-ins | Clinic policy | Drafts short messages for set days |
| Translation, large print, simpler versions | Physio approves | Produces versions for specific patients, checked before use |
If a row says "physio" in the middle column, the AI's job in that row is to copy and format, never to decide. Putting that sentence in your prompt helps.
Step 1: Write the prescription in your own shorthand
Don't change how you think; write what you'd write in the notes. An illustrative example for a recreational runner with knee pain:
R knee, anterior knee pain, runner. HEP weeks 1-3.
1. Wall sit 30 s x 5, once daily
2. Step-downs from 10 cm step, 3 x 10, once daily, slow lowering
3. Side-lying hip abduction 3 x 12 each side, once daily
4. Calf raises, double leg, 3 x 15, once daily
Pain rule: up to 3/10 during exercise is OK if settled by next morning.
Progress step-downs to 15 cm when pain-free for 3 days.
Running: 2 km easy every other day if pain rule met.
Review in 2 weeks.This is the input. It contains no name, date of birth or anything that identifies the patient, so it can go into a general assistant under your clinic's policy. The name is added in your clinic system or exercise software when you send it. The same shorthand habit also makes clinical notes faster; how physiotherapists use AI to write treatment notes covers that side.
Step 2: The prompt that turns shorthand into instructions
Turn this physiotherapy home exercise prescription into patient
instructions.
Rules:
- Copy every exercise, set, rep, hold time and frequency EXACTLY.
Do not add, remove or change any exercise or dose.
- For each exercise: name, 3-5 short numbered steps, one "you should
feel" line, one "stop and contact us if" line.
- Plain English, reading age about 11, "you" not "the patient".
- Do not add advice that isn't in the prescription (no ice, heat,
painkillers, stretching or footwear advice).
- Put the pain rule and progression rule in a short box at the end.
- If anything is unclear, write QUERY: and the question.An illustrative output for exercise 2:
Step-downs: 3 sets of 10, once a day
1. Stand on a low step (about 10 cm high) on your right leg, holding a rail or wall if you need to.
2. Slowly lower your left heel towards the floor, bending your right knee, taking about three seconds.
3. Lightly touch the floor with your left heel, then push back up through your right leg.
4. Keep your right knee pointing over the middle of your foot.
You should feel: your right thigh and buttock working.
Stop and contact us if: pain goes above 3 out of 10, or your knee is more painful the next morning.
Two realistic problems a physio might catch in the same draft. In one run, the assistant wrote exercise 1 as "5 sets of 30 seconds, three times a day," tripling the dose. In another, it added "apply ice for 10 minutes afterwards" despite the rule. Both are exactly why you read every line against the shorthand; it takes about a minute for four exercises. The QUERY line earns its place too: the draft asked whether "calf raises, double leg" meant both legs at once, which some patients would also wonder.
Step 3: A pain rule patients can follow at home
Patients do better with a simple guide than with a paragraph. Turn your own rule into a table. This is an example based on the prescription above; the thresholds are the physio's decision, not a standard:
| What you notice | What to do |
|---|---|
| Pain 0-3 out of 10 during exercise, settled by the next morning | Carry on. After three pain-free days, move to the 15 cm step |
| Pain 4-5, or still a little sore the next morning | Stay at the same level; don't progress yet |
| Pain above 5, swelling, or worse the next morning | Drop back to the previous level and contact the clinic |
Ask the assistant to produce this from your rule, then check that the numbers match what you wrote. It will often "improve" the rule by adding categories you didn't define; delete them.
Keep the pain rule in the shorthand for each patient, never in the saved prompt. A realistic slip shows why. A physio saved the runner's prompt with the "up to 3/10 is OK" line built in, then reused it for a patient with a stiff, painful shoulder whose notes said "work into mild stretch only; stop if sharp pain". The draft for the shoulder patient told them pain up to 3 out of 10 was fine. Nothing in the output looked wrong on its own, and the physio caught it only because the table didn't match what they remembered saying in the session. With the rule moved into each patient's shorthand, the prompt stays generic and every table comes from that patient's own notes.
Step 4: Getting the programme to the patient
You have three realistic options, and many clinics use more than one.
- Exercise-prescription software. Rehab My Patient has a library of more than 5,500 exercises with videos, pictures and line drawings, an AI plan generator that builds a draft plan with sets and reps from a prompt, and a one-click auto-fill for sets and reps; plans can go out by email, text, WhatsApp, PDF or its patient portal. Physitrack has more than 18,000 filmed exercises with AI search, reusable templates, and a patient app (PhysiApp) with video guidance, reminders and self-reported adherence and difficulty that you can see between visits. Both offer 14-day free trials; check current pricing on their sites. Their AI features draft doses too, so the same review applies.
- A document from your own template. The AI-written instructions pasted into a clinic-branded template with photos or links to your own exercise videos. Cheap and flexible, but no adherence tracking.
- A message with a link. For simple one- or two-exercise programmes, a text or email with instructions and a video link may be enough.
For a wider view of what each type of tool does, see AI tools for physiotherapy clinics and what each one actually does. Coaches and trainers face a similar problem building workbooks and programmes, and how coaches use AI to build exercises and programmes has formatting ideas worth borrowing.
Step 5: Check-in messages that help rather than nag
Patients drop programmes when life gets busy or when something feels wrong and they're not sure whether to carry on. A couple of short messages, drafted once and sent automatically by your system, cover both:
Day 3: Hi, it's the clinic. How are the knee exercises going? If anything is unclear or the pain rule is hard to follow, reply here and your physio will get back to you.
Day 10: You're about halfway to your review. If the step-downs have been pain-free for three days, you can move to the higher step, as in your plan. If not, keep going at the same level.
Day before review: Your review is tomorrow at 10:30. Please bring a note of which exercises you managed and any that caused pain.
When a patient does reply, the physio decides and AI can still do the writing. Say the runner replies on day 3: "Step-downs hurt at the front of my knee, about 4 out of 10, fine the next day." The physio decides to regress: 3 sets of 8 from a 5 cm step for three days, then back to 10 cm if it stays at 3 or below. Their prompt: "Write a reply to this patient with this change, under 70 words, no other advice." An illustrative draft: "Thanks for letting us know. For the next three days, do your step-downs from a lower step, about 5 cm, 3 sets of 8. If the pain stays at 3 out of 10 or less, go back to the 10 cm step. Keep everything else the same. A little ice afterwards may also help." The last sentence goes, because it's advice the physio didn't give. The rest goes out in under a minute.
If you use an app with adherence tracking, read it before the review rather than during it. An illustrative PhysiApp-style record might show the patient completing exercises on 4 of the first 7 days, rating step-downs "hard" three times and the others "easy". That points to one exercise to adjust and a question about the missed days ("mornings or evenings easier?"), and turns the first five minutes of the review into a conversation rather than a recall exercise.
Keep replies human: an answer to "my knee clicked, should I stop?" is a clinical conversation. The day-before message doubles as an appointment reminder, which also helps with missed appointments; how a clinic can use AI to cut missed appointments goes further.
Laying the week out so the schedule matches the plan
A weekly schedule helps patients more than a list, but it's the part where arithmetic creeps in. Asked to "lay out week 1 as a table, Monday to Sunday", an illustrative draft for the runner read:
Mon Exercises 1-4 Run 2 km easy
Tue Exercises 1-4
Wed Exercises 1-4 Run 2 km easy
Thu Exercises 1-4
Fri Exercises 1-4 Run 2 km easy
Sat Exercises 1-4
Sun Exercises 1-4 Run 2 km easyEach week looks right, but seven days don't divide by two. Repeat the table and Sunday's run is followed by Monday's, two days in a row, which isn't what "every other day" means. Either tell patients to count days rather than follow weekdays ("run on day 1, 3, 5, 7, then 9...") or accept three runs a week on Monday, Wednesday and Friday if that's what you actually intend. It's your call, not the model's, and it's worth thirty seconds of thought on every schedule that involves "every other day".
Updating the programme at review without starting again
Reviews are where programmes most often get muddled. The patient has an old sheet, the physio changes two exercises and a dose, and the patient goes home unsure which version to follow. Give the assistant the old shorthand and the new shorthand and ask for two things: the full updated instructions, and a short "what's changed" note at the top.
For the runner above, suppose the two-week review note reads: wall sits stopped; step-downs now from 15 cm; single-leg calf raises replace double-leg; running up to 3 km every other day under the same pain rule. An illustrative change note from the assistant:
What's changed since your last plan: You can stop the wall sits. Step-downs now use a higher step (about 15 cm). Calf raises are now on one leg at a time, 3 sets of 12 on each leg. You can build your runs up to 3 km, every other day, as long as the pain rule is met. Everything else stays the same.
Check the note against both versions, just as you did the first time. The note is what patients read, so an error there matters more than one buried in the full instructions. Ask patients to recycle the old sheet or archive the old plan in the app, so only one version is in circulation.
An illustrative two-physio clinic
Picture a clinic with two physiotherapists seeing about 45 new patients a month, each leaving with a home programme, plus about 30 programme updates at reviews. Writing a clear programme from scratch takes about 12 minutes; an update about 6. That's roughly 12 hours a month, much of it squeezed into gaps between patients or done after hours.
With shorthand plus an AI draft and a one-minute check, a new programme takes about 4 minutes and an update about 2. The monthly total falls to around 4 hours, saving about 8 hours across the two physios. On top of that, patients have written instructions and a pain rule instead of a hand-drawn sketch, and the front desk takes fewer "which exercise was the one on the step?" calls.
The cost is either the exercise software subscription for each practitioner or an assistant on a business plan at about $20 to $25 a month per seat; with two physios, a Team or Business plan's two-seat minimum fits exactly. These are illustrative figures. Time a week of programmes before and after to see your own.
Safety, data and patients who need something different
- Identifiable details stay out of general assistants unless your clinic has approved the tool for patient information; the shorthand approach makes this easy. The patient data confidentiality checklist covers what to check.
- Red flags aren't a message thread. Tell patients in the programme what symptoms mean they should seek urgent help, in wording your clinic has agreed, and don't rely on automated replies to catch them.
- Different formats for different people. Ask the assistant for a large-print version, a version with fewer words and more pictures, or a translation. Have translations checked by a fluent speaker before first use, and keep the checked versions for reuse.
- Record what was sent. The version of the programme the patient received belongs in the clinical record, so you can see later what they were actually told.
- Professional guidance applies. If you're unsure how AI-drafted materials fit your professional obligations, ask your professional body or indemnity provider.
The simpler-version request is worth seeing in practice. For an older patient six weeks after a hip operation, with poor eyesight and a carer who helps at home, the standard instructions for a sit-to-stand ran to five steps and a "you should feel" line. Asked for "a version with one short sentence per step, large headings, and no words longer than three syllables", the assistant produced (illustrative):
Standing up from a chair: 5 times, twice a day
1. Sit near the front of a firm chair.
2. Put your feet flat, a little apart.
3. Lean forward. Nose over toes.
4. Push up through your legs to stand.
5. Sit back down slowly.
Stop if: your hip hurts more than usual.
The physio made two changes. The draft had dropped "use the arms of the chair if you need to", which was in the original and matters for this patient's safety, so it went back in. And "more than usual" was too vague for a carer to act on, so it became the clinic's agreed wording with a phone number. Save the checked version; the next patient with a similar plan starts from it, not from a fresh draft.
Home exercise programme questions from physios
Can AI choose the exercises for a patient?
It can suggest, and some exercise-prescription tools now generate a draft plan from a prompt, but choosing exercises and doses is a clinical decision based on your assessment. Treat any AI-generated plan as a list of ideas to accept, change or reject, and never send one you haven't reviewed exercise by exercise.
Will patients mind that their instructions were written with AI?
Most care about whether the instructions are clear and right for them, and those remain your responsibility. If your clinic tells patients which tools it uses, include AI drafting of written materials in that description. What matters is that the programme reflects your assessment, which it does if you write the prescription and check the output.
How long should a home exercise programme be?
Short enough that the patient will actually do it. Many physios keep early programmes to three or four exercises, adding more as the patient builds the habit. AI makes it easy to produce long, thorough-looking plans, which is a reason to be strict about length rather than a reason to add more.
Further reads
- Marketing a Physio Clinic With AI: Posts, Tips, and Newsletters — Turn your exercise know-how into posts and newsletters.
- How to Check AI Content for Plain English and Readability — Readability checks for patient-facing text.
- What Is an AI Scribe and How Does It Work in a Consultation? — How AI scribes work during a consultation.
- 10 Admin Tasks a Small Clinic Can Hand to AI This Month — Other admin a small clinic can hand to AI.
- How to Set Up Human Review for AI Work Without Slowing Down — Keep the physio's review quick but real.
- What to Ask Before Buying Any AI Tool for a Medical Practice — Questions to ask before buying clinical AI tools.
- AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.
Sources: Rehab My Patient product site (AI Exercise Plan Generator, Smart Plan Auto-Fill, delivery options); Physitrack home exercise program builder page (exercise library, PhysiApp, adherence tracking).