AI Motion & Biomechanics Analysis

Turn any video into a biomechanics lab.

Record an athlete with a single phone. ARC Motion AI reconstructs full-body movement frame by frame, measures true speed and technique, and returns a coach-grade report — no lab, no sensors, no wearables.

40+peer-reviewed studies
±3%speed accuracy, calibrated
20+metrics · 5 dimensions
~5 minper clip, automated
LIVE ANALYSIS Real-time skeletal tracking · speed & distance overlay

What the system sees

Product

From a single video, ARC Motion AI produces three layers of insight — the raw motion, the physics, and the verdict.

Frame-by-frame motion capture

Every joint tracked across the full run, with live speed and distance rendered on top — the technical detail the eye can't catch, made visible.

Speed & acceleration profile

A true velocity curve over the whole effort — acceleration, top speed and the point where an athlete starts to fade.

Five-dimension performance score

Top speed, speed maintenance, gait symmetry, technique and lower-limb stiffness — scored against biomechanical norms, not opinion.

How it works

Pipeline

A four-step pipeline that runs on ordinary footage and scales to thousands of athletes.

Record
📱

Shoot a clip

A single phone from the side — even a handheld follow-along shot. No rig, no markers.

Capture
🦴

Reconstruct motion

Full-body pose is tracked frame by frame and stabilized against camera movement.

Analyze
📐

Compute biomechanics

Speed, cadence, contact and flight time, joint angles, symmetry and stiffness — measured and modeled.

Report
📋

Generate coaching

An individualized, plain-language report with a five-dimension score and targeted training advice.

Performance-grade analysis from footage anyone can shoot

Our edge

Most tools need a fixed tripod, a calibrated scene and specialist hardware. ARC Motion AI works from the video coaches already take.

🎥

True speed from a moving camera

Even when the camera pans to follow the athlete and the background scrolls, we recover real ground speed and distance — where ordinary methods read close to zero.

🎯

Measured vs. estimated, made honest

Cadence, contact/flight time, joint angles and symmetry are directly measured. Speed and distance are estimated and clearly labeled — and can be calibrated to ±3% with one known result.

Coach-grade reports at near-zero marginal cost

Raw video to a full individualized report, fully automated — so an assessment that took a specialist an afternoon now scales to an entire cohort.

Start with a phone. Scale when you need to.
No mandatory hardware — no force plates, timing gates or wearables. Accuracy grows with your setup.
1

Phone camera

A handheld clip already reveals technique, cadence and symmetry — a full report in minutes.

Instant
2

+ Stable mount & one known measurement

Fix the camera and give it a real reference — speed and distance calibrate to ±3%.

Calibrated
3

+ Fixed high-frame-rate capture

A dedicated setup unlocks the full competition-grade biomechanics stack.

Pro

Grounded in published biomechanics

Science

Every metric traces to peer-reviewed sport-science literature — over 40 studies across five dimensions of movement. Not a black box.

Force & stiffness

Spring–mass running model

Peak vertical force, vertical displacement and leg stiffness derived from the sine-wave impulse method.

Morin et al., 2005 · McMahon & Cheng, 1990
Gait symmetry

Left–right asymmetry index

Quantifies imbalance between limbs — a validated marker for efficiency and injury risk.

Robinson 1987 · Queen 2020 · Exell 2012
Technique

Sprint mechanics assessment

A composite technique score with strong inter-rater reliability from clinical sprint research.

Bramah et al., 2024 (ICC 0.80+)
Motion capture

Markerless accuracy

Video pose estimation validated against lab systems at 3–8° joint-angle RMSE.

Van Hooren 2023 · Romero-Franco 2024
Timing

Video vs. photocell gates

Video-based timing correlates >0.95 with electronic timing gates (MAE 0.03–0.04 s).

Markerless timing validation, 2025
Speed mechanics

Determinants of running speed

Ground reaction force and hip-torque models underpin how top speed is produced and lost.

Weyand 2000 · Clark & Weyand 2015

Where it creates value

Use cases

One engine, many venues — anywhere movement is measured, coached or rehabilitated.

🎓

Schools & universities

Fitness testing and PE, at cohort scale.

  • Objective, repeatable assessment
  • Thousands of students, low cost
  • Individual progress reports
🏅

Clubs & academies

Talent identification and technique work.

  • Spot mechanical flaws early
  • Track development over a season
  • Compare against squad norms
🏋️

Gyms & fitness centers

A premium assessment members can see.

  • Movement screening on intake
  • Data-backed programming
  • A differentiated retention hook
🩺

Sports rehab & PT

Objective movement screening and return-to-play.

  • Quantify asymmetry & loading
  • Document recovery over time
  • Support return-to-play calls

A large market — validated, and still early

Opportunity

Motion AI sits where sport, fitness and rehabilitation meet — multi-billion-dollar markets across the US, Europe and beyond, all compounding at double digits. The technology thesis is already proven; athletic performance is the lane still wide open.

$50BAI in sports, by 203321.6% CAGR
$62BSports technology, by 203021.9% CAGR, from $23B in 2025
$11.6BDigital musculoskeletal care, by 203017.7% CAGR — the rehab lane
$102BGlobal health & fitness clubs→ $235B by 2034, 8.8% CAGR

Market figures: Grand View Research, Fortune Business Insights, Allied Market Research (2024–2025).

27.8%connected-fitness CAGR

At-home training is where the growth is. Virtual and connected fitness is racing from $34B in 2025 toward $312B by 2034 — and every at-home training or rehab device needs a movement-analysis engine behind the camera. That is exactly the layer ARC Motion AI provides.

The model is already validated at scale: publicly-traded leaders in at-home movement care, billion-dollar private valuations, and a $285M category acquisition in 2026 mark a fast-maturing market — all of it clinical rehab. Sport and athletic performance is the lane none of them run.

For operators

Deploy it as your platform

Run ARC Motion AI as a branded assessment product for your school system, federation, club network or gym chain — web-based, mobile-ready, and priced to scale to entire cohorts.

For device & app makers

Embed our motion engine

License the biomechanics engine behind a tablet, kiosk or app — the analytics layer for at-home training and rehab hardware, without building a computer-vision team.

Live pilots, real athletes

Proof

Deployed across a provincial sports association and a leading national university — every clip below is real analysis output.

17athletes analyzed across two pilots
±3%speed accuracy with calibration
5dimensions · 20+ biomechanical metrics
~5 minfully automated, per clip
Get started

Bring a biomechanics lab to every venue.

Whether you run a school system, a club, a gym network, a clinic — or you're building the hardware people train on at home — we'll show you a live analysis on your own footage.

Book a demo →