Smartphone-based gait analysis for clinical decision-making and mobility monitoring
OneStep converts smartphone motion data into clinically validated gait metrics for healthcare providers. The stack—React + TypeScript frontend, Python + FastAPI backend, Android/Kotlin mobile—reflects a consumer-grade mobile-first architecture deployed into clinical workflows. Hiring velocity is decelerating with only 1 role posted in the last 30 days across a lean 51–200-person org, while pain-point tracking centers on customer acquisition and expansion, suggesting the core product validation is complete but go-to-market scaling remains constrained.
OneStep delivers real-time gait analysis via smartphone, enabling providers to detect mobility-related health conditions—falls, chronic pain, neurological disorders, post-surgical recovery—without clinic visits or specialized hardware. The platform is FDA-listed, HIPAA-compliant, and ISO-certified. Deployment spans the US, Canada, Israel, and Australia across physical therapy, orthopaedic surgery, skilled nursing, and assisted living settings. The company reports 35+ billion steps analyzed, 200,000+ patients treated, and measurable clinical outcomes including $2,797 cost savings per patient and 25% fall reduction.
Frontend: React, TypeScript, Vite, Webpack. Mobile: Android, Kotlin, Kotlin Multiplatform, Jetpack Compose. Backend: Python, Node.js, Flask, FastAPI. Infrastructure: AWS. Testing: Jest, React Testing Library, Cypress.
OneStep is headquartered in New York, NY and has 51–200 employees. The company is privately held.
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