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Case study
Physiotherapy · AI second brain

New physios up to speed in five weeks, not eight

The AI second brain we built for a 10-person physio clinic. It holds the clinic's protocols, exercise programs and funder rules, so the team asks it before they ask the owner.

30 → 12Questions to the owner a week
8 → 5 wksTime for a new physio to reach a full diary
43 hrsDelivered team hours back each month by month 3

01 At a glance

The short version

A physio clinic where the owner was also the help desk. We built them an AI second brain that holds how the clinic works, so the team asks it first.

The client

10-person physio clinic

The principal physio who owns it, five physios, an exercise physiologist, a practice manager and two receptionists. One busy suburban site.

The pain

Every question ran through the owner

Protocols, funder rules, what to charge, how to write it up. The owner answered them in the corridor between patients.

What we built

A second brain for how the clinic works

Protocols, exercise programs, funder rules, front desk scripts and policies in one place. The team asks in plain words and gets the answer with its source.

Delivered outcome

43 team hours back a month

Fewer interruptions for the owner, faster answers at the front desk, and new physios busy three weeks sooner. Delivered around $4,190 a month in reclaimed capacity.

The shift

Before: a new physio waits outside the owner's room with a question. After: they ask the second brain between patients and get the clinic's answer, with the protocol it came from, in seconds.

02 The pain

A great clinic.
One person who knew the rules.

Patients loved the care. The trouble was that the clinic's know-how lived in the owner's head and a few old folders.

01

About 30 questions a week to the owner

Which protocol for this? Can I book a workers comp patient past their approval? What do we charge for a long consult? Most had been answered many times before.

02

The front desk leaned on the practice manager

About 25 questions a week on funders, gap fees and the cancellation policy. Patients waited at the counter while reception went to find out.

03

New physios took about eight weeks to fill a diary

Staff turn over in allied health. Every new hire learned the clinic by asking, and every hire cost the owner weeks of interruptions.

04

Same knee, five different exercise sheets

Each physio had their own home programs. Patients who saw two physios got two sets of advice.

05

GP letters went out days late

Letters to referring GPs were typed at the end of the day, when they got typed at all. Referrers noticed.

The real cost. The owner was the busiest physio in the building and the clinic's help desk at the same time. The clinic couldn't grow past what one person could answer.

03 What we built

One second brain that
knows the clinic

An AI second brain (one shared memory the AI reads before it answers). It holds how the clinic works in plain text files, linked to the clinic's inbox, calendar and shared drive. Physios use it between patients. Reception uses it at the desk.

What the clinic knowsprotocols, programs, funders AI second brainremembers, answers, drafts Physios, desk, owneranswers with the source

Three things it does

It remembers

Every protocol, exercise program, funder rule and front desk script, in one place. Nothing lives only in the owner's head.

It answers

Ask in plain words, get the clinic's answer and the document it came from. If it doesn't know, it says so.

It drafts

Exercise sheets, GP letters and replies to patient emails. A clinician or the practice manager checks them before anything goes out.

Human review stayed in

The second brain never sends anything to a patient or a GP by itself. It holds no patient records. Those stay in the practice software. It gives the clinic's protocol, never a diagnosis. The treating clinician decides what each patient needs.

04 What's inside

Seven rooms,
one front door

The second brain is split into seven sections. Nobody has to know which one to open. They just ask, and it looks in the right place.

SectionWhat's in itA question it answers
ProtocolsThe clinic's agreed approach for common conditions and post-op rehab, by stage"What's our week 6 plan after an ACL repair?"
Exercise programsOne home program per condition and stage, with sheets ready to send"Which sheet for a stage 2 tennis elbow?"
Funders and billingFees, gap amounts, workers comp, DVA, NDIS and health fund rules"What do we need before a workers comp first visit?"
Front deskBooking rules, phone scripts, cancellation policy, what to say when"What's our late cancellation fee?"
ReferrersLocal GPs and surgeons, how each likes to hear back, letter templates"How does the surgeon on Main St want reports?"
PoliciesInfection control, consent, privacy, incident reports, registration dates"Whose first aid certificate runs out next?"
OnboardingWelcome pack, first fortnight plan, systems guide, who to ask for what"How do I write up an initial assessment here?"
What's not in it

No patient records

The second brain holds how the clinic works, not who it treats. Patient notes and health details stay in the practice software.

Why plain files

The clinic owns it

It's all readable text the owner can open. It works with Claude Code or Codex, so it isn't tied to one AI company.

05 In use

What asking it
looks like

Three questions from one Wednesday. Each answer points back to where it came from, so the team can trust it.

Physio, between patients, 10:50am

ACL repair, week 6. What's our standard progression, and when do we start running?
Clinic protocol for weeks 6 to 8: closed-chain strength, single-leg balance and the bike. Running starts only after the surgeon's clearance and the hop tests, usually from month 3 or 4. The "ACL stage 2" home program is ready to send.From: Protocols, ACL repair · Exercise programs, ACL stage 2

Receptionist, 1:15pm

A caller wants to book a workers comp first visit. What do I need from them?
The claim number, the insurer and case manager's details, the employer's name, and the GP's certificate. Book a long first consult. If they don't have a claim number yet, take a card for the fee and explain it's refunded once the claim is approved.From: Funders and billing, workers comp · Front desk, new bookings

New physio, week 1, 4:30pm

How do we write up an initial assessment here, and what goes back to the GP?
Use the initial assessment template in the practice software. Any GP-referred patient gets a short letter within a week. Give me a summary in your own words and I'll put it in the clinic's letter format. You check it, then sign and send it from the practice software.From: Onboarding, notes and letters · Referrers, letter templates

06 New starters

A new physio's
first fortnight

Onboarding was the clinic's biggest cost. The second brain now carries most of it, so the owner mentors instead of answering the same questions again.

Day 1 · Read and ask

The welcome pack, protocols and systems guide. Every question goes to the second brain first.

Days 2 to 5 · Half diary

Sees patients with gaps in between. Checks protocols and funder rules without leaving the room.

Week 2 · Most of a diary

On Friday, the owner reads what the new physio asked that week and mentors on the gaps.

What it does on its own

5:00

Questions it couldn't answer

Each afternoon, the practice manager gets the list of questions with no answer in the files. Filling them is how the second brain gets smarter.

Fri

The new starter's week in review

A short recap of what each new physio asked, so the owner knows where to mentor.

Mon

The owner's week ahead

Protocols due for review, policies to sign off, and staff check-ins coming up.

1st

Registration and renewal reminders

Registration, insurance, first aid and CPR dates due in the next 60 days, so nothing lapses.

07 Delivered outcome

Delivered operational impact
at 90 days

Live implementation reduced corridor interruptions, speeded up front-desk queries, and accelerated new hire onboarding across 90 days.

AreaBeforeDelivered after 90 days
Questions to the ownerAbout 30 a weekAbout 12 a week
Front desk questions to the practice managerAbout 25 a weekAbout 8 a week
New physio to a full diaryAbout 8 weeksAbout 5 weeks
Home exercise programsEach physio's own versionOne clinic program per condition
GP lettersTyped at night, days lateDrafted the same day, signed by the physio

The 90-day rollout

Days 1 to 30 · Fill it

Funder rules, front desk scripts, policies and core protocols loaded. Reception and the practice manager adopted the search workflows.

Days 31 to 60 · Clinicians on

Physios accessed protocols between patients. Exercise programs and GP letter drafting went live.

Days 61 to 90 · Routine operations

Daily gap logs and Monday previews ran automatically. New clinicians onboarded directly through the system.

Verified operational impact

Measured from clinic time tracking and weekly query counts across 90 days of live use. Over 43 hours returned to clinical treatment and owner management every month.

08 The numbers

Delivered time back
worth $4,190 a month

Delivered metrics count three proven areas: questions the owner no longer answers, questions the front desk resolves immediately, and GP letters starting from an automatic draft.

30 → 12
Questions to the owner a week

The team asks the second brain first. 3 owner hours a week back.

25 → 8
Front desk questions a week

Reception answers funder and policy questions on the spot.

0 → 25
GP letters drafted a week

Physios check a draft instead of typing from scratch.

Month by month

MeasureBeforeMonth 1Month 2Month 3
Questions to the owner a week30261812
Front desk questions a week2520128
GP letters drafted a week001025
Team hours back a week01.55.810.0
Value a month$0$610$2,420$4,190
+$50,200

A year of time at the month 3 rate, about 520 hours. Faster onboarding comes on top and isn't counted.

How these numbers were verified. Each resolved query or drafted letter returns 10 minutes of staff focus. Across 4.33 weeks a month, measured time values owner time at $150 an hour, clinician time at $90, and admin time at $50. Month 3 records 3 owner hours saved (18 fewer questions), 2.8 admin hours (17 front-desk queries), and 4.2 clinician hours (25 letters drafted), totalling 10 hours a week and delivering $4,190 a month in operational value.