AI Body Intelligence for Healthcare


Body composition and anthropometric insights from a 3-second smartphone scan, enabling remote monitoring, longitudinal tracking, and scalable patient intelligence.

Comprehensive Body Insights Beyond Weight


QuadraScan delivers body composition intelligence from simple smartphone photos, providing lean mass, fat mass, and bone mineral content anywhere, without hardware or heavy equipment.

Lean Mass Tracking

Monitor lean muscle mass over time to support clinical sarcopenia management programs
Track muscle preservation during GLP-1 and medical weight loss treatment
Longitudinal muscle monitoring for aging populations

Fat Mass Tracking

Track estimated fat mass trends over time to support metabolic health monitoring
Longitudinal fat mass data as part of comprehensive body composition tracking
Weight management monitoring during GLP-1 and other weight loss treatment or programs

Bone-Related Body Composition Data

Track estimated bone mineral content trends over time as part of a comprehensive body composition profile
Support clinical bone health programs as a longitudinal data layer alongside standard diagnostic testing
Aging population wellness and monitoring programs

Body Shape

Post-surgery swelling
Rehabilitation asymmetries
Fat distribution

Anthropometrics

Full body lengths
Circumferences
Breadths
Ratios
*QuadraScan provides estimated body composition data derived from AI-based image analysis. Bone mineral content outputs are observational estimates and are not equivalent to DEXA (dual-energy X-ray absorptiometry) or other clinically validated bone density measurement methods. QuadraScan is not a diagnostic device and is not intended to diagnose, screen for, or assess risk of osteoporosis orany other medical condition. All clinical decisions, including bone health assessments, should be made by a qualified healthcare professional using appropriate clinical tools.

Flexible, Continuous Body Data Between Visits


Patients can scan at home, in clinic, or at partner facilities — providing clinicians with ongoing body composition and anthropometric data between scheduled appointments. Suitability for remote patient monitoring (RPM) billing programs dependson applicable regulatory and reimbursement requirements. Healthcare providers should consult with their billing and compliance teams regarding coding eligibility.

The Challenge

The Status Quo: Inconsistent Data and Barriers to Care

  • Traditional body composition measurement tools can be costly, equipment-intensive, orlimited to fixed clinical settings. QuadraScanis not a replacement for DEXA or other clinical diagnostic tools — it provides a scalable, longitudinal body composition data layer that clinicians can use alongside standard care protocols.

  • Weight & BMI: Miss critical health signals and muscle preservation data.

  • Manual Tools: Tape measurements remain highly inconsistent and prone to human error.

  • Episodic Care: Traditional monitoring is limited to infrequent "snapshots" during clinic visits.

Our Solution

The Transformation: Scalable Intelligence

  • Deep Insights: Capture body composition and 25+ anthropometric measurements.

  • Universal Access: Anyone, anywhere, any device.

  • Repeatable Accuracy: Eliminate variance with automated 3D body intelligence and 3-second scans.

  • Continuous Care: Drive higher adherence with longitudinal tracking and 3D visual progress.

Use Cases


From metabolic health to recovery and aging, QuadraScan powers a new standard of body intelligence—these use cases are only the beginning.

GLP-1 & Medical Weight Loss

Provide clinicians and patients with visual data to track body recomposition, treatment adherence, and the critical balance between fat and muscle loss.

Bariatric Surgery Support

Establish objective pre-surgery body composition baselines and track longitudinal changes in lean mass, fat mass, and body measurements during post-operative recovery— providing clinicians with a scalable, continuous data layer to supplement standard post-surgical monitoring protocols.

Longevity & Aging

Monitor aging trends and sarcopenia risk by tracking long-term muscle preservation and shifts in overall body composition.

Rehabilitation & Physical Therapy Support

Track limb symmetry, circumferences, and body composition over the course of rehabilitation, giving clinicians and physical therapists objective, longitudinal data to inform their assessment of recovery progression and muscle development.

Women’s Health & Wellness

Track body composition and anthropometric changes longitudinally — providing clinicians and patients with objective data across life stages including post-pregnancy and periods of hormonal change. Clinical interpretation of all data should be conducted by a qualified healthcare provider.

Med Spa & Aesthetic Medicine

Demonstrate the efficacy of aesthetic treatments by visualizing body contour changes and documenting dramatic patient transformations.

Built for Healthcare Infrastructure

Enterprise-Grade Privacy & Security

  • Infrastructure designed to support HIPAA compliance, including BAA availability for covered entity customers
  • PII and PHI separation by design
  • UUID-based scan processing to minimize identifiable data exposure
  • Encrypted, secure data pipelines
  • Security and privacy program documentation available upon request

Seamless Integration

  • REST API & Native SDK
  • EHR integrations
  • Digital health platforms
  • Telehealth ecosystems

Kirk A. McCullough, M.D.

Medical Director

  • Board-certified orthopedic surgeon and sports medicine specialist

  • Extensive experience in musculoskeletal health, injury prevention, and athlete development

  • Clinical leader supporting body composition, growth and maturation, and performance analytics

  • Serves as a clinical advisor providing perspective on musculoskeletal health applications, product development direction, and clinical use case refinement for the Fit:match platform

  • Supports adoption across our various clinical and performance pathways for amateur and elite sports programs

Note: Dr. McCullough’s role is advisory in nature. He is not a treating physician for Fit:match customers or end users, and his advisory services do not constitute the practice of medicine on behalf of Fit:match or its users.

Bring AI Body Intelligence to Your Program

Start utilizing a new body dataset for clinical research and patient care.

Schedule a Demo
IMPORTANT: QuadraScan and the Fit:match platform are body composition and anthropometric measurement tools. They are not FDA-cleared or FDA-approved medical devices and are not intended to diagnose, cure, treat, prevent, or screen for any disease or medical condition, including but not limited to sarcopenia, osteoporosis, or obesity. Body composition outputs, including lean mass, fat mass, and bone mineral content estimates, are derived from AI-based image analysis and are not equivalent to measurements obtained by DEXA scanning, MRI, or other clinically validated diagnostic modalities. All data generated by QuadraScan is intended to provide informational body composition and anthropometric measurements to support, but not replace, the professional judgment of a qualified healthcare provider. No physician-patient relationship is established by use of the Fit:match platform. Clinical decisions regarding diagnosis, treatment, surgical planning, or disease management should always be made by a qualified healthcare professional using appropriate clinical tools and methodologies. Healthcare providers are solely responsible for determining the appropriate use of QuadraScan data within their clinical practice and for ensuring compliance with applicable billing, coding, and regulatory requirements, including requirements for Remote Patient Monitoring programs.