Physician-Founded | AI-Assisted | Clinician-Reviewed
How CPET-Insight Works
A physician-guided workflow that translates CPET data into mechanism-based clinical insight
Built to fit existing clinical workflows
From Data to Clinical Insight
A structured process for accuracy, consistency, and clinician-ready results
Secure Data Upload
CPET and ECG data are securely uploaded to our HIPAA-compliant cloud platform. Clinics can integrate seamlessly into their existing workflow without requiring clinics to build new infrastructure
Clinician-Guided Analysis
Each dataset undergoes multi-layer quality control followed by interpretation using clinician-authored physiologic logic. AI is strictly supervised to ensure physiologic accuracy - reflecting real-world clinical reasoning, not pattern-based shortcuts
Structured, Actionable Reporting
Reports translate complex physiologic data into clear, mechanism-based insights. Each report includes interpretive findings, clinician-facing recommendations, and clinically relevant metrics
Decision Support, Not Replacement
CPET-Insight supports clinicians by improving physiologic clarity and informing management decisions. Final interpretation and patient care remain fully under physician control
Built for Clinical Precision
AI-assisted interpretation grounded in clinician-authored physiologic logic
Clinician-Authored Logic
Every interpretation pathway reflects real-world clinical reasoning developed over decades of CPET practice
Multi-Layer Quality Control
Signal-level and protocol-level validation ensure data integrity before interpretation begins
Mechanism-Based Insights
Reports surface likely mechanisms of exercise limitation with a narrative summary of the findings - not just parameters
Supervised AI
AI enhances consistency and scale while remaining under strict physician oversight
What You Receive
A clinician-level output designed to support real-world decision-making
Structured Clinician-Level CPET Report
Objective Fitness Metrics and Thresholds (Peak VO₂, AT, IT, VE vs. VCO₂)
Mechanism-Based Interpretation
Individualized Exercise Guidance
Longitudinal Comparison Across Tests
How It's Used in Practice
Real-world applications across the cardiometabolic care continuum
Cardiology
- •Support evaluation of unexplained dyspnea related to:
- ◦Microvascular ischemia
- ◦Diastolic dysfunction
- •Differentiate between cardiac and pulmonary mechanisms of exercise limitation
Metabolic Health
Support exercise planning with Zone 2 training defined by physiologic thresholds
Performance & Longevity
Track changes in exercise capacity and the physiologic mechanisms behind them
Occupational Medicine
Support cardiovascular risk assessment and longitudinal response tracking
Physician-Guided by Design
CPET-Insight is designed for clinical integration and supports clinical decision-making without replacing physician judgment
Ready to Bring CPET-Insight Into Your Workflow?
Connect with us to discuss the right implementation pathway for your clinic or program