The brief

Analyst view

• 16,000+ RoboVans across 300 cities in 15 countries; 60% market share in autonomous delivery in China.
• October 2025 Series D raised $600M, largest autonomous vehicle private round in China.
• 100M+ kilometers of autonomous operation; mapless navigation enables 24/7 all-weather delivery.

Technical approach

As reported

Map-free navigation

Vision-only autonomous driving

Neolix developed proprietary map-free navigation technology, reducing dependence on pre-computed HD maps and enabling faster deployment to new cities.

Foundation models

Vision-action foundation model for complex traffic

Neolix uses deep learning models that predict and respond to complex urban traffic scenarios including pedestrians, cyclists, and irregular behaviors.

All-weather operation

Sensors for rain, snow, and night driving

Multiple sensor modalities (camera, lidar, radar, thermal) enable 24/7 operation across weather conditions, extending delivery hours beyond daylight.