Pause
X Prospector™ Overview
A perception engine that gets smarter every mile.
What is X Prospector™
Conventional autonomous-driving perception is frozen the moment it ships. Every new city, weather condition, or unfamiliar object means another cycle of data collection, manual labeling, and re-tuning.
X Prospector™ closes that loop on its own. The vehicle collects data as it drives, auto-labels the frames that matter on the edge, and uploads them over Wi-Fi. X Factory™ retrains on what comes in, and the improved model redeploys itself to the fleet — where it starts collecting again. Accuracy compounds with every mile, in the field, without operators.
Why it matters
Road crashes kill about 1.19 million people a year, and autonomous fleets on public roads have already reported 800+ on-road collisions — clustered in exactly the edge cases a frozen model handles worst.
Process
One closed loop, from road to redeploy
Multi-sensor real-road
LiDAR, camera, and radar collect synchronized real-world data while driving. Sensor-agnostic perception runs at the edge with ~100 ms real-time inference.
Automatic Connectivity trigger
The moment the vehicle enters Wi-Fi coverage, high-value frames upload on their own. No operator action, no manual export.
X Factory™ auto-labeling & retraining
Built on X Factory performs 3D auto-labeling, scenario mining, and automatic retraining — no manual annotation in the loop.
Over the air self redeploy
The improved perception and driving models are pushed straight back to the vehicle, closing the loop for continuous fleet improvement.
X Prospector Console
See the entire loop in one place: a point-cloud perception viewer, a route and data-collection map, and a live performance-trend chart.
Sensor-agnostic, software-only
One perception core runs across any hardware platform — swap sensors or hardware without rebuilding perception.
Shape the Future with
X Prospector™
Arriving at CES 2027. Stay ahead with the latest launch insights, or apply for an exclusive pilot (PoC) to power your AV, robotaxi, or ADAS initiatives.
Why X Prospector™
Beyond frozen perception: software that improves as it operates.
Conventional AD Perception Software
Frozen at deployment — performance is fixed
Every new city, weather, or vehicle is a fresh project
Relies on manual data collection and labeling
Blind spots accumulate in the field
Data engine locked inside each OEM
Cost and lead time repeat with every expansion
X Prospector™
Self-evolving — improves as it drives
New conditions learned automatically over Wi-Fi
Unmanned 3D auto-labeling
Blind spots shrink as mileage accumulates
Packaged data engine any operator can adopt
One perception core scales across regions and vehicles
Be first in line for
X Prospector™
Launching at CES 2027. Register to get launch updates, or request an early pilot (PoC) for your AV, robotaxi, or ADAS program — we’ll be in touch.
