Woman's arm wearing a smartwatch with motion sensing capability
Baseball pitcher releasing a fastball, mechanics tracked by wearable motion sensors
Older dog wearing a thick smart collar with motion sensors
Humanoid robot that needs proprioception and balance intelligence
What if…

Her watch could flag Parkinson’s years earlier?

The signs are already in her data, years early. xMotion turns them into a signal her watch can act on.

Motion data has been available for years.3D movement understanding has not.

0 smart devices understand
2D MOVEMENT
0 understand
3D MOVEMENT
2D movement is counts and labels. Steps, minutes, activity type. It tells you that something moved, and how much. It doesn’t tell you how the body actually moved.
3D movement is structure. Direction, rotation, orientation, and quality, resolved as movement primitives. It tells you how the body actually moved, in real time.

xMotion structures inertial sensor data into 3D movement that smart devices can understand.Patented, and the first method to do it. That structured method trains a proprietary motion model that Physical AI applications and World Models draw on.

How It Works

Step 1
Raw inertial sensor data A continuous stream from the motion sensors already on board. Dense, noisy, and unstructured.
Step 2 · xMotion
The xMotion layer Structures the raw stream into 3D movement primitives that train a proprietary motion model.
Step 3
The partner application Draws on the motion model to build the outcome. xMotion supplies the intelligence. The partner builds the product.

Example. Max’s collar already includes a motion sensor. xMotion turns its raw stream into structured gait primitives. The collar maker’s application reads the primitives as a developing asymmetry and flags it weeks before the limp is visible to anyone.

No new hardwarefor billions of existing devices
Software onlyships as an update
US PatentedActivity Engine core

What’s possible with xMotion

01·Smartwatches & Fitness Bands Woman's wrist wearing a smartwatch capable of gait analysis Margaret, 58.

Parkinson’s signs surfaced years earlier

She’s worn it for three years. It never saw what mattered.

With xMotion
  • Her wearable continuously monitors the micro-movement signatures her doctor needs.
  • Early gait asymmetry surfaces months before clinical symptoms.
  • A diagnosis that once required a specialist can begin with data she’s already generating.
02·Smartwatches & Fitness Bands Baseball pitcher at the moment of maximum torque, front leg planted and throwing arm cocked back Every athlete, from Sportsters to Elite Athletes

Perform better. Get hurt less. Recover faster.

Every micro-movement tells a hidden story. Vision systems can’t read it.

With xMotion
  • Performance improvement: the athlete now has a microscope to quantify movement in real time revealing never-before-seen nuances that can be targeted and enhanced.
  • Injury reduction & prevention: fatigue-driven movement drift and compensation patterns surface in real time, before they accumulate into injury.
  • Injury recovery: return-to-play measured against the athlete’s own pre-injury movement baseline. Not estimated, measured.
03·Smartwatches & Fitness Bands Woman sleeping at home during a wearable-based sleep study Nearly 1 billion adults live with sleep disorders.1

Sleep disorder screening at home

The gold standard of sleep diagnosis requires video capture.

With xMotion
  • A dispensed band captures body position and limb movement signatures with lab-grade precision.
  • Periodic limb movement disorder, affecting up to 80% of restless legs patients,2 becomes detectable across multiple nights.
  • With a multi-night movement and activity profile, clinicians now have a complete sleep disorder analysis.

1. Benjafield AV, et al. Lancet Respiratory Medicine, 2019. Global OSA prevalence.   2. Sleep Foundation; clinical polysomnography studies on RLS/PLMS co-occurrence.

04·Smartwatches & Fitness Bands Elderly man walking alone and unassisted, at risk of falls Walter, 79. Lives alone.

Falls foreseen early. Instantly flagged when they happen.

Warning weeks before a fall. Instantly flagged the moment one happens.

With xMotion
  • Gait and balance shifts surface weeks early, flagging rising fall risk while there is still time to intervene.
  • The wearable can flag a fall from the movement signal itself, the instant it happens, not after a hard-impact spike confirms it after the fact.
  • The connected app alerts go out in seconds, not having to wait for confirmation.
05·Smartwatches & Fitness Bands Elderly patient at home on a telehealth consultation with her doctor Eleanor, 72. Remotely monitored at home.

Fewer trips to the doctor’s office

Gait quality and movement metrics collected at home.

With xMotion
  • A continuous movement quality baseline is collected: gait symmetry, postural stability, compensation patterns.
  • An earlier intervention window for longevity medicine is obtained.
  • Longevity, RPM, and concierge programs finally have the data dimension they’ve been missing.
06·Smart Pet Collars Older dog wearing a thick smart collar with motion sensors Max, 9. Beloved family member.

Injury or abnormal activity flagged before the owner can see it

Max can’t tell you what’s wrong but gait and movement analysis can.

With xMotion
  • Movement is baselined from day one. Gait changes and compensation patterns become measurable and flagged immediately.
  • Osteoarthritis shows up in the data long before it’s visible: a limp in dogs, a drop in jump height or reluctance to climb in cats.
  • The vet sees a structured trend across weeks of real life, not a pet who looks fine on the table.
07·Humanoid Robots Humanoid robot needing balance and proprioception from inertial sensors Every humanoid robot in production today and tomorrow.

Real-time movement and balance awareness for robots

Today’s humanoids rely heavily on vision processing to move and stay upright. xMotion gives their control systems an ‘inner ear’ instead.

Your inner ear corrects a stumble in milliseconds, without a single conscious thought. Humanoid robots lack that sense, so they burn enormous compute pushing camera frames through vision pipelines just to stay upright. They are thinking balance through their eyes: slow, power-hungry, and still one missed frame from a fall.

With xMotion
  • True proprioception becomes possible: real-time awareness of position, balance, and momentum from onboard inertial sensors.
  • The robot’s control system makes balance corrections in milliseconds, straight from xMotion’s real-time data. Pre-programmed movement compensation is no longer required.
  • Robots that refine their own motion profile, growing more stable and safer with every operating hour.
08·Industrial Machines & Robotic Equipment Factory production machinery monitored by vibration and motion sensors A factory floor. Any factory floor.

Failure & deviation warnings reach the floor immediately

The plant’s monitoring system catches micro-movement deviation in real time, dramatically increasing efficiency.

With xMotion
  • Every machine develops a baseline of its own normal motion and flags deviation the moment it begins.
  • Breakdowns and crisis are replaced with scheduled interventions.

Wearables. Humanoid Robots. Industrial Machines. Autonomous Vehicles.

Four verticals shown. The sensors are already shipping in billions of devices, so the visionary companies that embrace movement intelligence first will own their categories.

The window to be first is open now!