Post-Operative Recovery
A New Class of Clinical AI
- RecovryAI's Virtual Care Assistants (VCAs) represent a new class of regulated clinical AI, engaging patients directly, delivering clinically validated recovery guidance and escalating deviations in recovery to licensed providers. VCAs are designed, evaluated, and governed as regulated medical devices.
- Provider-facing clinical AI supports clinicians at the point of care. Responsibility and liability remain with the provider.
- Consumer health apps deliver education and wellness guidance directly to consumers, without regulation as medical devices.
Virtual Care Assistants for Post-Operative Recovery
Virtual Care Assistants for Post-Operative Recovery
A new class of FDA-regulated software that supports patients during recovery from surgery.
- Virtual Care Assistants (VCAs) are clinician-prescribed, procedure-specific, patient-facing clinical AI designed to support patients during post-operative recovery.
- After discharge, VCAs provide clinically validated recovery guidance and alert care teams when recovery deviates from expected patterns.
- Virtual Care Assistants (VCAs) are physician-prescribed, procedure-specific, patient-facing clinical AI designed to support patients during post-procedure recovery.
- After discharge, VCAs provide clinically validated recovery guidance and alert care teams when recovery deviates from expected patterns.
A New Class of Clinical AI
- Provider-facing clinical AI supports licensed clinicians at the point of care, such as clinical decision support systems and ambient documentation tools, with responsibility and liability remaining with the provider.
- Consumer health and wellness applications deliver education, coaching, and general health guidance directly to consumers, without clinician prescription or regulation as medical devices.
- Regulated, patient-facing clinical AI. Representing a new class of clinical AI, RecovryAI's Virtual Care Assistants engage patients directly, delivering clinically validated recovery guidance and escalating deviations in recovery to licensed providers. VCAs are designed, evaluated, and governed as regulated medical devices.
- Provides clear, consistent guidance based on procedure-specific recovery protocols.
- Surfaces symptoms that may need a clinician's attention, with full visibility for the care team.
- Built on structured medical reasoning rather than open-ended chat.
- Designed to align with existing RTM reimbursement pathways for post-operative monitoring.
- Well-positioned for the upcoming CMS TEAM model, where continuous recovery oversight becomes financially important for providers.
Pivotal Study Underway to Support FDA De Novo Submission
- RecovryAI is nearing completion of a multi-site pivotal clinical study supporting VCAs for post-operative recovery following total joint arthroplasty (TJA).
- VCA medical reasoning is evaluated by measuring concordance between AI-generated recommendations and physician judgment across scores of thousands of real-world patient conversations.
- RecovryAI is nearing completion of a multi-site pivotal clinical study supporting VCAs for post-procedure recovery following total joint arthroplasty (TJA).
- VCA medical reasoning is evaluated by measuring concordance between AI-generated recommendations and physician judgment across scores of thousands of real-world patient conversations.
- RecovryAI is nearing completion of a multi-site pivotal clinical study supporting Virtual Care Assistants for post-operative recovery following total joint arthroplasty (TJA).
- RecovryAI VCA medical reasoning is evaluated by measuring concordance between AI-generated recommendations and physician judgment across tens of thousands of real-world patient conversations.
Breakthrough Designation – What It Means for FDA Review
- Breakthrough Device Designation is reserved for medical devices that address serious conditions and represent the potential for meaningful improvement over existing standards of care for defined patient populations.
- For RecovryAI, the designation applies to its Virtual Care Assistants supporting post-operative recovery following total joint arthroplasty.
- For RecovryAI, the designation applies to its Virtual Care Assistants supporting post-procedure recovery following total joint arthroplasty.
- The designation enables earlier and more frequent engagement with the FDA during development and review, while not altering the standards required for authorization or the need for full regulatory review.
FDA Review Status
Device Designation
& Data Lock
Class II Submission
Study Initiated
Device Designation
Clinical Trial Ends
Class II Submission
- FDA review has included multiple pre-submission interactions since 2024.
- Evaluating patient-facing clinical AI within an emerging regulatory framework.
- FDA engagement began in 2024 and has included multiple rigorous pre-submissions with substantial iterative engagement.
- Our multi-site pivotal study will generate ~90,000 physician-adjudicated AI–patient exchanges, evaluating concordance for safety at scale.
- Weekly structured qualitative assessments evaluate patient engagement and user experience.
- Breakthrough Device Designation enables prioritized FDA interaction as we advance toward De Novo Class II submission.
Prominent advisors in healthcare, technology, and medicine from UCSFDr. C. Benjamin MaChairman, Orthopaedic Surgery, Stanford MedicineDr. Aaron SalyapongseChief of Orthopaedics, Stanford Health Care – TriValley, Google Healthcare AI, Mayo ClinicDr. Vish AnantramanCTO, Centauri Health · Former CTO, OrthoArizonaDr. Rajan D. BhattCEO, and StripeJeff WinterFormer CTO.
Prominent advisors in healthcare, technology, and medicine from UCSFDr. C. Benjamin MaChairman, Orthopaedic Surgery, Stanford MedicineDr. Aaron SalyapongseChief of Orthopaedics, Stanford Health Care – TriValley, Google Healthcare AI, Mayo ClinicDr. Vish AnantramanCTO, Centauri Health · Former CTO, OrthoArizonaDr. Rajan D. BhattCEO, and StripeJeff WinterFormer CTO.
A regulated Virtual Care Assistant that can guide routine recovery while escalating meaningful deviations has the potential to strengthen the surgeon–patient connection rather than replace it.
Patient-facing clinical AI — properly regulated and clinically constrained — may be one of the most important evolutions in surgical care in decades.
Healthcare systems will only adopt patient-facing clinical AI at scale when there is regulatory clarity, auditability, and defined accountability. Breakthrough Designation signals that this is not experimentation — it's infrastructure for modern surgical care.
Without FDA authorization, physician adoption of patient-facing AI is unrealistic. RecovryAI's approach aligns with how real practices make decisions.
A clinically intelligent, FDA-authorized Virtual Care Assistant that can guide routine recovery, triage concerns, and escalate meaningful deviations with full context would fundamentally change how our care team operates.