Physical therapy
Where AI fits in a PT clinic, from referral to discharge.
AI can help at almost every stage of patient care, from referral and intake to discharge and outcomes reporting. Here is where it tends to fit, from documenting sessions to keeping patients engaged between visits.
AI can help at each of the nine stages of a patient's care.
Open any stage to see the kinds of work AI can take on there.
01Referral & intakeStreamline incoming referrals and front-desk workflows so new patients move from inquiry to first appointment faster.Where AI helpsHide
Referral triageAI prioritizes incoming referrals by diagnosis urgency, insurance type, and therapist availability, routing cases before staff have to sort them by hand.
Insurance verificationAutomated eligibility and benefits checks against payer databases, surfacing copay, visit limits, and authorization requirements before the first appointment.
Smart intake questionnairesAdaptive intake forms with conditional logic that capture relevant history, pain descriptors, and functional limitations, which shortens intake and gives the therapist a clearer picture before the first session.
Contraindication flaggingMedical history parsing that automatically highlights red flags, such as anticoagulant use, recent surgeries or osteoporosis, before the therapist reviews the chart.
02Initial evaluationAccelerate the evaluation process with AI-assisted measurement, scoring, and risk stratification from the first session.Where AI helpsHide
Movement analysisCamera-based AI tools that assess posture, gait, and range of motion, providing objective baseline data alongside the therapist's clinical assessment.
Outcome measure scoringAutomated scoring of standardized outcome instruments (DASH, LEFS, PSFS, OPTIMAL) from patient-reported responses, with normative comparisons generated instantly.
Baseline documentationAI-generated initial evaluation notes drafted from structured assessment data, ready for therapist review and signature, which cuts documentation time considerably.
Risk stratificationAutomated identification of patients at elevated risk for delayed recovery, chronification, or complications, so care can be escalated or adjusted early.
03Treatment planningBuild evidence-anchored treatment plans faster, with AI drawing on clinical guidelines and outcome data to support therapist decisions.Where AI helpsHide
Protocol generationAI suggests diagnosis-specific treatment protocols grounded in current clinical practice guidelines, which the therapist then refines based on patient presentation.
Goal-setting assistanceAutomated drafting of functional, measurable short- and long-term goals aligned with patient-reported priorities and payer requirements.
Visit frequency optimizationRecommendations on episode length and visit cadence based on diagnosis, functional status, and comparable outcome data from similar patient profiles.
Guideline integrationReal-time surfacing of relevant clinical practice guidelines and research during plan development, reducing the cognitive load of evidence synthesis.
04Therapeutic exercisePersonalize home exercise programs and in-clinic progressions with AI that adapts to patient performance data in real time.Where AI helpsHide
Exercise prescriptionAI-generated HEP libraries tailored to diagnosis, functional level, available equipment, and patient preferences, with instructional video links attached automatically.
Form feedbackCamera and sensor-based tools that provide real-time movement coaching during in-clinic exercise, flagging compensatory patterns before they become habits.
Progression algorithmsAutomated progression triggers based on performance data such as completed reps, reported pain levels and RPE, so programs advance appropriately without manual recalculation.
HEP trackingPatient-facing apps that log home exercise completion and capture pain or difficulty ratings, giving therapists objective adherence data at the start of each visit.
05Manual therapy & interventionsSupport clinical decision-making for hands-on and modality-based interventions with AI-assisted treatment selection and contraindication checking.Where AI helpsHide
Treatment selection supportAI surfaces evidence-based intervention options for the presenting diagnosis, highlighting techniques with strongest outcome data for comparable presentations.
Dosage optimizationRecommendations on intensity, frequency, and duration for modalities (ultrasound, TENS, dry needling) based on tissue healing phases and treatment response patterns.
Modality recommendationsContext-aware suggestions for manual therapy approaches, such as joint mobilization, soft tissue techniques or instrument-assisted methods, keyed to examination findings.
Contraindication checkingAutomated pre-treatment verification against patient history and current medications, flagging contraindications before the therapist applies any intervention.
06Progress monitoringReplace periodic eyeball checks with continuous, data-driven progress tracking that surfaces trends and alerts before patients plateau undetected.Where AI helpsHide
Automated outcome trackingOutcome measures rescored at pre-defined intervals with progress automatically benchmarked against initial baseline and expected trajectory.
Trend analysisAI pattern detection that distinguishes expected recovery variability from genuine plateaus or deterioration, triggering timely clinical review.
Plan adjustment promptsWhen progress diverges from the expected trajectory, the system generates treatment adjustment recommendations for the therapist to evaluate, so they can respond sooner.
Early warning flagsAutomated alerts for patients tracking below expected progress curves, enabling proactive outreach and plan modification before the episode becomes extended.
07Documentation & complianceReduce the time therapists spend on documentation without sacrificing clinical accuracy or payer compliance.Where AI helpsHide
AI-assisted note generationSession notes drafted from structured inputs (interventions performed, patient response and objective measures), ready for the therapist to review and sign.
CPT code recommendationsAutomated billing code suggestions based on documented treatment time and procedure types, with confidence scoring and payer-specific guidance.
Compliance checkingPre-submission review of notes for payer-required elements such as skilled care justification, functional progress and plan-of-care alignment, which reduces claim denials.
Medical necessity documentationAI-generated functional status narratives that clearly articulate why continued skilled PT is medically necessary, in language aligned with payer review criteria.
08Patient engagement & adherenceKeep patients connected to their recovery between clinic visits with AI-powered communication and motivation tools.Where AI helpsHide
HEP remindersPersonalized automated reminders for home exercise completion, timed to patient-preferred channels and daily routines, which helps patients keep up with their exercises between visits.
Telehealth coordinationAI-assisted scheduling for virtual check-ins, with automated pre-visit questionnaires that prepare the therapist and maximize session efficiency.
Milestone celebrationAutomated acknowledgment of progress milestones, such as range-of-motion gains or functional goals reached, to keep motivation up at key points in recovery.
Personalized messagingAdaptive communication that adjusts tone, frequency, and content based on patient engagement patterns and self-reported preferences.
09Discharge & outcomesClose episodes with data-rich discharge planning and turn outcomes data into clinic-wide quality intelligence.Where AI helpsHide
Discharge planningAI-generated discharge summaries incorporating functional progress, final outcome scores, and maintenance program recommendations, drafted and ready for therapist sign-off.
Outcomes reportingAutomated aggregation of episode outcome data for quality reporting, payer benchmarking, and MIPS/value-based care metrics.
Recurrence risk predictionPost-discharge risk scoring that identifies patients at elevated risk for re-injury or symptom recurrence, informing maintenance program recommendations.
Maintenance program generationPersonalized long-term exercise and wellness plans generated at discharge, with optional app-based delivery to support patients independently after formal PT ends.
Let's talk about your clinic's AI strategy.
Every clinic is different, so we start with your specific bottlenecks, whether that's documentation, adherence or outcomes tracking.