Robotics mobility • Traction prediction • Adaptive control

Predictive traction intelligence for mobile robots.

Traction Intelligence helps mobile robots detect, predict, and adapt to traction loss in real time using practical onboard motor signals.

Request a pilot See what it does

Built for robots operating on difficult, changing, and low-grip terrain.

Live traction layer

Slip estimationReal time

Future slip riskPredictive

Terrain stateAdaptive

Wheel anomaliesDetected

The problem

Robots often understand traction loss after it already affects motion.

Mobile robots operating on gravel, sand, wet surfaces, slopes, loose soil, or mixed terrain can lose traction before the autonomy stack has a clear indication that something is wrong.

The result can be velocity-tracking error, localization drift, reduced stability, higher energy waste, and mission failure.

The solution

A software sensing layer for wheel-ground interaction.

Estimate live slip

Estimate wheel slip continuously from signals already available on many robotic platforms.

Predict traction loss

Forecast near-future slip risk so the robot can react before performance degrades.

Identify terrain state

Detect changing surface behavior and support terrain-aware mobility decisions.

Detect wheel anomalies

Recognize abnormal wheel conditions such as stall, free-wheel, or low-contact events.

Demo

See traction intelligence in action.

Demo video coming soon: live slip estimation, future slip prediction, terrain state, abnormal wheel detection, and adaptive control.

Demo video

Pilot program

Interested in testing Traction Intelligence on your robot?

We are looking for mobile robot companies, integrators, and autonomy teams that operate in difficult terrain and want better traction awareness, prediction, and future adaptive control.