---
title: "Record progressions and surgeon protocols so AI plans from your clinic's history"
description: "Keep surgeon protocols, progression lessons, payer rules, and structured patient progress records so AI can support PT planning inside HIPAA limits."
canonical: "https://scalewithsearch.com/articles/ai-for-physical-therapists"
date: "2026-01-28"
modified: "2026-09-25"
---
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# Record progressions and surgeon protocols so AI plans from your clinic's history.

A physical therapist sees twelve patients today. A rotator cuff repair patient is four weeks after surgery and ready for resistance work. A runner with IT band syndrome has done foam rolling but still cannot run more than two miles. A post-stroke patient improved their gait pattern last week, and the therapist wants to build on it.

The therapist remembers most of it and checks the EMR before each visit. The details that matter often are not in the chart. Which exercise caused pain last time? What did the older patient say about the home? Which work deadline makes the office worker skip exercises?

A general AI assistant does not help with this. It can explain exercises and protocols. It does not remember that this patient cannot do lunges because of knee crepitus. It does not know that the last progression failed because the patient's apartment has no room for resistance bands. This article shows how to structure the record so an assistant can help, and how to keep that inside privacy rules.

## Two records, two sets of rules

Physical therapy context splits into two records.

The practice file holds clinic knowledge that is not about one patient. It records surgeon protocols, progression lessons, complication patterns, payer rules, and scheduling constraints. It holds no patient information.

The patient progress record holds one patient's progressions, modifications, pain reports, and goals. It is protected health information. It belongs in the EMR, or in an AI workflow your organization has approved under a HIPAA business associate agreement with the AI vendor. Without that agreement, patient details do not enter an AI session.

Claude Code reads a file named `CLAUDE.md` from the working folder when a session starts ([Claude Code memory documentation](https://code.claude.com/docs/en/memory), checked 2026.09.25). The files stay on your computer, but the text Claude Code reads goes to Anthropic for processing. Retention and training terms depend on your plan. That fact decides which record may go where. The guide on [what client data belongs in AI agent memory](/articles/client-data-in-ai-agent-memory) gives a field-by-field sorting test.

## Record surgeon protocols in the practice file

Post-surgical protocols vary by surgeon. For rotator cuff repair, Surgeon A wants passive range of motion only for six weeks. Surgeon B starts active-assisted range of motion at four weeks. Surgeon C allows active range of motion at three weeks when the tear was small.

These differences come from technique, not taste. Surgeons use different repair constructs, select patients differently, and follow different rehabilitation approaches. When a post-surgical patient arrives, check who did the surgery, not only what surgery it was.

```markdown
# Practice file: surgeon protocols

updated:: 2026.09.25

## Rotator cuff repair
- Surgeon A: PROM only to week 6. source:: written protocol, rev 2026-03
- Surgeon B: AAROM from week 4. source:: written protocol, rev 2025-11
- Surgeon C: AROM from week 3 if small tear (per op note). source:: phone call 2026-05-12, confirm in writing

## Complication patterns to plan for
- ACL reconstruction: quad activation lags; start activation work early.
- Total knee: terminal extension is hard to regain; work it early and often.
- Ankle fracture: stiffness; start motion as soon as allowed.
```

Ask the assistant for Surgeon A's rotator cuff protocol, and it answers from the written protocol with its revision date. You stop looking up the same preferences every month.

## Track progressions and modifications

Every patient progresses differently. The protocol says to move from partial to full weight bearing at six weeks. One patient had complications. Another is ahead of schedule. A third meets the timeline but compensates with poor movement.

You adjust. Last week you tried eccentric calf raises, and the patient had more pain for three days. You changed to bilateral heel raises, and those worked. This week you want to progress again. You need to remember that eccentric loading went badly.

The EMR may say "patient reported pain." It rarely records the decision path: what you prescribed, what worked, what failed, and why you changed it. A structured progress record keeps that path, so the assistant can lay out the history before you plan the next step.

Modifications belong in the same record. One patient has limited shoulder flexion from an old injury. One needs a counter for balance. One has hand arthritis, so a towel replaces a resistance band. Single-leg stance happens near a wall. Record each one so you build on it instead of re-inventing it.

## Record home program adherence patterns

Some patients do their home exercises every day. Some do them sometimes. Some do not do them and say they did.

The reasons matter more than the rate. A morning person does exercises before work without fail. A parent of three young children does them during the children's screen time. A patient with chronic pain skips them on days when pain is high, and also on days when it is low.

Those patterns change the program. Give the busy parent three exercises instead of eight. Give the chronic pain patient a "bad day" version. Start the morning person's progressions on a Monday. Record the pattern in the progress record, and ask the assistant to draft the home program around it.

## Record pain reports and compensations precisely

A knee pain report needs detail. Where is it? Sharp or dull? During the exercise or after? The same as last week or different? During loaded exercise, unloaded exercise, or daily activity?

Pain during loaded knee extension points to different problems than pain after exercise. Sharp front-of-knee pain means something different from dull pain at the back.

Compensations need the same detail. The shoulder hikes during arm raises. Weight shifts to one leg in squats. The knee collapses inward on step-downs.

Some compensations resolve with cueing. Others persist. Record the compensation, the cue that worked, and the modification that reduced it. The assistant can then compare this week with last week before you decide.

## Connect outcome measures to treatment

You score outcome measures at evaluation, reassessment, and discharge. Common ones are the Lower Extremity Functional Scale, QuickDASH, the Oswestry Disability Index, the numeric pain rating scale, and global rating of change.

A score means little alone. An LEFS of 45 means something different at week two than at week eight. A pain rating of 4 out of 10 means improvement after 7 and a setback after 3. The EMR stores and may graph the scores. It does not link them to what happened in treatment.

Link them in the progress record. The LEFS rose the week you added plyometric training. The QuickDASH plateaued when the patient went back to work and stopped the home program. The assistant can draft a progress summary that shows those links. You confirm them. It must not infer a cause the record does not support.

## Keep payer rules current

Payers authorize a set number of visits: 20 for one plan, 12 for another. Some require reauthorization at visit six with progress documentation. Others need outcome measures at evaluation and discharge. Some accept phone requests; others need written documentation. Record each payer's rule in the practice file with its source and date.

Medicare needs documentation of skilled service and medical necessity. It also needs the reason the treatment requires a therapist and not a home program alone. Under the Jimmo v. Sebelius settlement, approved on 2013-01-24, Medicare coverage does not depend on improvement. Skilled maintenance therapy can qualify when it needs a therapist's skills. Remove any "improvement only" rule from old templates.

## Plan schedules and return-to-activity decisions

Some patients need 45-minute sessions; others do well with 30. Some need early morning visits before they stiffen up. Others prefer the end of the day. Equipment limits apply too. When two patients need the parallel bars at the same time, one waits. Record time needs and equipment needs so the assistant can check a proposed schedule for conflicts.

Return to sport or work needs clear criteria. A soccer player must pass agility drills, cutting, and ball handling without pain or instability. A warehouse worker must lift 50-pound boxes with safe mechanics and enough endurance. A hiker must manage inclines and declines with good form.

Record each milestone when the patient meets it. Also record pressure to return early: the athlete who wants to play this weekend, or the employer who wants the worker back. The assistant can then list which criteria the patient has met and which remain, before you make the return decision.

## Set the limits

The assistant compares, recalls, and drafts. You evaluate, decide, and sign. It does not progress a patient, change a plan of care, or finalize a note. It stops when a comparison needs data the record does not hold.

To decide what each session reads before it starts, use [what context should an agent read](/articles/what-context-should-an-agent-read). Some tasks should stay manual even with a good record; the guide on [when an AI workflow should stay manual](/articles/when-an-ai-workflow-should-stay-manual) helps you pick them. Occupational therapists use the same two-record structure, as [AI for occupational therapists](/articles/ai-for-occupational-therapists) shows.

----

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```
