For physical therapy clinics
Keep the plan of care intact. Get prior auth before the window closes. Write today's note today.
Independent PT practices, OT/ST combined clinics, outpatient rehab. The workflow chokepoints are always the same: daily documentation that drags into the evening, prior authorization that gets dropped, and patients who fall off the plan of care before they hit their goals. We build automations that hold the plan together.
Serving North America jurisdiction-specific requirements confirmed during scoping
Physical therapy sits in a particularly tough insurance posture, high visit counts per episode, strict medical-necessity requirements, aggressive prior-auth rules from many payers, and documentation standards that are easier to fail than to meet. The average PT runs 10-14 patients per day, most on active plans of care, most requiring daily notes that have to hit specific content requirements or the visit isn't reimbursable.
The pattern we see: PTs finish the clinical day and sit down to write 10-14 daily notes, usually between 7 and 10pm, usually from memory. Note quality degrades. Medical-necessity language goes missing. Objective measures get approximated. Eventually a payer audit surfaces the problem and a recoupment follows. Meanwhile, patients drop off plans of care at the 3-6 visit mark because nobody has bandwidth to do the retention work that keeps them engaged through the full 20-visit plan.
AI-assisted engagements in PT focus on three areas: point-of-care note drafting with medical-necessity awareness, prior-authorization workflow compression (request generation, documentation assembly, deadline tracking), and plan-of-care retention automation that identifies drop-off risk early and triggers appropriate outreach. The PT's clinical decisions stay clinical; the paperwork around the clinical decisions gets done faster and cleaner.
This page is not legal, regulatory, tax, or professional advice. Data handling and jurisdiction-specific requirements are documented in the engagement scope; no control or certification is implied. Read the scoped data-handling approach.
What we'd automate first
Where a carefully scoped workflow may earn its keep.
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01
60-75% less after-hours documentation
Daily notes written at 8pm from memory
PTs write 10-14 daily notes after hours routinely. Chair/table-side capture with medical-necessity-aware drafting typically cuts note time by 60-75% and improves audit defensibility.
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02
Near-zero missed authorizations
Prior authorizations missed or delayed
PA requests get dropped, filed late, or missing documentation. An automated PA workflow, request assembly from daily notes, deadline tracking, payer-specific rule checking, typically eliminates missed authorizations and cuts PA-prep time dramatically.
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03
POC completion +10-18 pts
Plan-of-care drop-off at visit 4-6
Patients often disengage in the middle of a 20-visit plan. Drop-off prediction combined with targeted outreach (progress narrative, goal-reminder messaging, PT-approved) typically lifts plan completion rates 10-18 points.
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04
Audit-ready objective measures
Objective measures inconsistently captured across staff
Range of motion, strength tests, functional outcome measures, captured inconsistently in most clinics, which hurts both patient progress tracking and audit posture. Structured capture at the point of care, with automated aggregation into progress summaries, fixes both problems.
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05
6-10 front-desk hrs/week
Front-desk eligibility and benefits verification
PT benefits (visit limits, copays, deductible status) change constantly and take time to verify per patient per month. Automated eligibility checking against major payers, with escalation for edge cases, reclaims 6-10 hours per week of front-desk time.
Independent PT clinic: after-hours documentation recovered
A two-PT, one-PTA outpatient PT clinic averaged 2 hours of PT documentation after clinic hours per day, with frequent errors on medical-necessity language that occasionally triggered payer takebacks. We built a table-side drafting workflow tuned to their dominant payers' medical-necessity requirements, the PT would speak a brief update, the system drafted the note with appropriate necessity framing, and the PT reviewed and signed before leaving the room. After-hours documentation dropped to under 20 minutes per PT per day. Medical-necessity-related denials fell to near zero in the next quarter.
Result: After-hours documentation: 2 hrs → <20 min per PT per dayRough numbers first
Estimate the opportunity in your own numbers.
Directional scenario only. This calculator does not validate inputs, estimate implementation cost, provide a quote, or predict a result. Confirm assumptions against your own records.
Common questions
Questions to resolve before implementation.
Do you work with WebPT, Raintree, Clinicient, or TherapyNotes?
Yes, and most smaller PT-specific EHRs.
Will this pass Medicare and payer audits?
Our documentation drafting is calibrated to known payer medical-necessity rules, and every note goes through PT review and signature. Audit defensibility tends to improve, not decline, because notes are more consistent. We cannot promise any specific audit outcome; we can promise the documentation will be more complete than notes written from memory at 10pm.
Do you build home exercise program AI?
Only as a planning aid for the PT, never as a patient-facing 'AI therapist'. HEPs are prescriptive clinical decisions and must remain with the PT.
We have aides and techs doing a lot of the supportive work. Does this affect them?
Mostly positively. Technician time on administrative documentation drops; time on patient-facing work stays or grows.
We're a small, single-PT clinic. Scale of engagement?
Nano-Pilot is the right entry point. The note-drafting automation alone typically earns a Nano-Pilot's price back in a few months of recovered evenings.
Describe what is actually happening in this workflow.
Glen replies in writing with whether a Nano-Pilot fits or the honest answer is “not yet.”
Send a written intakeRelated industry paths
Selected related paths.
- Pass the insurance audit. Keep the care plan patient in the schedule. Quit writing SOAP notes at 9pm. Chiropractic practices get audited more aggressively than almost any other healthcare specialty, and the thing that keeps you out of a recoupment is documentation quality the DC didn't go to school to produce. We close the gap, compliant SOAP notes, compliant care plans, and the patient retention workflow that actually keeps the schedule full.
- Reactivate the recall list. Fill the hygiene chair. Stop losing claims to coding errors. Single-doctor practices, group practices, DSO-adjacent. The problem is almost always the same: recall isn't happening fast enough, insurance verification is drowning the front desk, no-show rates are eating hygiene production, and the coordinator who holds everything together is one quarter away from quitting. We fix the workflows around your practice management system, not the PMS itself.
- Give the physician a pajama-time-free life. Triage the inbox. Survive as an independent. Independent family medicine, small multi-provider primary care, concierge-adjacent. The clinical inbox is the silent killer, and the documentation burden is driving good physicians into retirement or employment. We bring back the hour a day that makes independence viable.