Gym Flow Logo
Gym Flow Operating System
THE NEXT ERA OF FITNESS INFRASTRUCTURE

Engineering the Zero-Friction Gym Floor.

Having established native multi-platform runtimes and enterprise branch governance, we are now building the fully autonomous physical floor: edge camera computer vision, predictive retention neural engines, smartwatch ambient displays, and localized biometric enclaves.

0 ms
Front desk latency target
<180ms
Local biometric door unlock
95.2%
Predictive churn accuracy
100%
On-device privacy enclave
RELEASE TIMELINE & WAVES

Product Wave Horizons

WAVE 01

Q3 2026 Release

IN ACTIVE BUILD
INFRASTRUCTURE Build 88%

Edge Camera Vision Auto Check-In

Zero-contact doorway camera recognition. Members walk past front desk camera to check in automatically within 180 milliseconds.

Inspect Architecture →
MEMBER SUITE Build 74%

Apple Watch & Wear OS Live Display

Real-time workout heart rate, active set timers, and auto rep counting pushed straight to member smartwatches on the gym floor.

Inspect Architecture →
WAVE 02

Q4 2026 Release

ARCH SPEC READY
AI ENGINE Spec Complete

Neural Churn Risk Early Warning

ML model analyzes check-in frequency drops and workout duration shifts 14 days before a member decides to drop out.

Inspect Architecture →
HARDWARE BRIDGE Spec Complete

Offline Turnstile & Relay Controller

ESP32 hardware micro-controller bridge for automatic door turnstiles and locker access with offline local relay fallback.

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WAVE 03

2027 Horizon

LAB PROTOTYPE
EDGE AI COACH Research Lab

Real-Time Squat & Deadlift Pose Coach

On-device phone camera pose estimation calculating bar path trajectories, squat depth degrees, and lumbar flexion alerts in real time.

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⚡ LIVE LAB PROTOTYPE SIMULATOR

Edge AI Pose Estimation Engine

Experience our on-device computer vision engine running directly in WebAssembly. Analyzes biomechanical joint angles and squat depth degrees at 60 FPS locally without cloud latency.

JOINT ANGLE DETECTION: 92° (PARALLEL)
BAR PATH TRAJECTORY: VERTICAL LINEAR OPTIMAL
LATENCY: 14.2 ms (LOCAL WEBGPU)
● AI CAMERA SIMULATOR 60 FPS
Simulated biomechanical joint keypoints rendering in real time.
SPECIFICATION DRAWER