TriageRouter
A telehealth triage copilot that routes incoming patient symptoms to specialty-specific AI intake agents (cardiology, dermatology, mental health, ortho, etc.), with every AI assessment requiring clinician sign-off before patient delivery.
Telehealth platforms and primary care clinics handling 500+ patient visits per week
- Symptom-to-specialty AI routing with confidence scores per body system
- Specialty-specific structured intake agents that ask the right clinical questions
- Mandatory clinician review dashboard before any AI assessment reaches the patient
- HIPAA-compliant audit log of every routing decision and AI recommendation
Telehealth volume continues to grow and clinician burnout drives demand for triage automation; the underlying multi-agent orchestration pattern has matured enough for regulated clinical workflows.
Multiple active products and research: CLARITY multi-agent triage arxiv paper (Oct 2025), Clinical Co-Pilot, Teladoc's AI-powered triage, and 83% provider AI adoption cited in 2025 triage comparison guides.CLARITY: Clinical Assistant for Routing, Inference, and Triage ↗AI-enabled patient triage software 2025 comparison guide ↗
Crowded field with overlapping offerings: Ada, K Health, Teladoc AI triage, Amwell, Clinical Co-Pilot, and Keragon-listed 15 healthcare AI agent companies; specialty-routed copilot with mandatory clinician sign-off is a narrower niche but several incumbents already address routing/triage.AI Health Apps Compared: Ada vs K Health vs Symptom Checkers ↗15 Top AI Agent Companies in the Healthcare Industry in 2026 ↗
Enterprise telehealth pricing is custom ($0–$99/visit range, Amwell pay-per-visit) and proven willingness-to-pay exists, but selling into 500+ visit/week primary care clinics requires EHR integration (Epic/Cerner) that compresses margins and slows sales cycles.Telehealth Pricing Benchmarks 2026: 5 Products Compared ↗Epic, Cerner & Major EHRs Integration | Amwell ↗
Structural drivers (clinician burnout, sustained telehealth volume) and FDA-regulated clinical-decision-support framing with mandatory clinician sign-off give regulatory durability; however, reimbursement and policy shifts can compress demand.
Technically demanding: HIPAA-grade PHI handling, Epic/Cerner integration, specialty-specific clinical protocols, clinician sign-off audit trails, and potential FDA SaMD classification make MVP heavy and capital-intensive for a small team.