Healthcare & MedTech

Turn subjective observation into objective clinical data. Willow provides the cloud-native infrastructure to power the next generation of Remote Patient Monitoring (RPM), Telehealth, and Digital Therapeutics.

The Challenge

Modern healthcare suffers from a "Reality Gap." Once a patient leaves the clinic, clinical visibility drops to zero. Physical therapy progress, post-operative recovery, and neurological decline are currently measured by subjective patient self-reporting or episodic, naked-eye observation. This lack of continuous, objective data leads to readmissions, prolonged recovery times, and undetected health deterioration.

The Solution

Willow is the operating system for human motion in healthcare. Our platform ingests video from any source (smartphone, tablet, or in-clinic camera) and transforms it into high-fidelity, medical-grade biomechanical data. By combining deterministic physics extraction with multimodal AI (including Google’s Med-Gemini and HeAR models), we provide MedTech companies with a ready-made backend to analyze movement, sound, and medical history in real-time.

Core Capabilities

• Automated Range of Motion (ROM) Analysis: Instantly quantify joint angles, velocity, and symmetry during rehabilitation exercises. Replace goniometers with computer vision that tracks progress to the degree.
• Predictive BioSim™ Modeling: Our proprietary engine compares patient movement against post-operative structural limits. We don't just track movement; we predict injury risk and recovery trajectories based on individual biological constraints.
• Multimodal Diagnostics: By integrating acoustic analysis with motion capture, our system can correlate physical exertion with respiratory health (cough/breathing analysis), offering a holistic view of patient status.
• Longitudinal Context: Our system ingests and synthesizes EHR data, imaging, and historical notes to create a personalized baseline for every patient, flagging deviations from their specific norm.

Applications

• Virtual Physical Therapy: Validate exercise form and compliance automatically, freeing therapists to focus on care rather than counting reps.
• Neurological Monitoring: Detect subtle degradation in gait or balance that precedes falls in elderly patients or indicates progression in neurodegenerative conditions.
• Post-Surgical Remote Monitoring: Ensure patients are adhering to movement restrictions at home, triggering alerts for "High Risk" mechanics before damage occurs.

Build your medical application on the only serverless, privacy-first platform designed to understand the physics of human health.