Sensing systems for real-world motion

From raw signals
to real-world decisions

Cameras, LiDAR, radar and edge AI—integrated for systems that see, decide and act.

Edge AI solutions for mobility, security and industrial systems

Build the right sensing and computing stack for your application.

We help automakers, system integrators, distributors and industrial teams combine edge computers, cameras, LiDAR and radar into practical, deployment-ready systems.

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Michael Brian

Michael BrianThe Founder

  • Configure the right hardware and algorithms for your operating environment.
  • Deploy at the edge for faster response, lower latency and easier integration.

Edge AI solutions for autonomous driving and intelligent mobility

Build safer, more efficient mobility systems with proven edge AI.

For over a decade, we have been dedicated to building the smart mobility ecosystem of the future. Our deployed autonomous driving infrastructure and service network far exceed those of other companies, and users rely on us every day for safe and stable mobility services. We help automakers, system integrators, distributors and industrial teams combine cameras, LiDAR, radar and edge computing with cloud intelligence and technical support—making it easier to move from hardware selection to reliable deployment.

After millions of autonomous rides have been delivered, we are still pioneering new ways to make smart mobility an easy choice.

Silver autonomous vehicle using a multi-sensor perception system

Intelligent autonomous driving has become a new reality. Every day, you can enjoy a smart vehicle that is always ready and safe. Furthermore, it can achieve safe and efficient autonomous driving in all scenarios, while continuously contributing value to the intelligent transportation system. In addition, it strictly complies with local traffic regulations, data security, and related compliance requirements.

  • Based on local intelligent manufacturing, empowering a new ecosystem of low-carbon autonomous driving.
  • Optimize the global supply chain and continuously iterate core technologies for autonomous driving.
Driver using an AI-assisted smart cockpit

Embedded Computing Power + Full-stack Awareness Enhance core value.

We built a full-stack perception computing system for autonomous driving and AI security. Stable operation, high-performance processing and modular sensors let teams adapt the system to real operating conditions.

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Keep Up To Date With The Latest Solutions

Explore Our Case Studies & Latest Success Stories.

We help automakers, autonomous-driving solution providers and system integrators leverage multi-sensor fusion and edge intelligence.

We have partners all over the country

We have over 1000+ clients, and the number is constantly increasing!

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World map representing TopGrain AI global reach
Autonomous driving perception terminal

Our perception and computing platform enhances environmental situational awareness and supports system-level reliability.

Deploying electric vehicle charging infrastructure globally paves the way for the widespread adoption of electric vehicles!

Providing infrastructure and expertise to support e-mobility with comprehensive customer support.

Packages & Pricing
Millimeter-wave radar detecting road users

After more than a decade of iteration and millions of road tests, we continue to explore more reliable and convenient millimeter-wave radar sensing.

Searching for Millimeter-wave radar

Millimeter-wave radar

With over a decade of technological accumulation and mass production verification across millions of vehicles, we have created an industry-leading 4D high-definition imaging radar.

Edge computing AI solutions simplify complexity!

We are committed to creating a flexible and convenient intelligent sensing platform, making multi-sensor fusion an easy choice for you.

In today's technological environment, embedded computing power, radar detection, and vision algorithms are readily available, with transparent performance and costs. Therefore, it's no surprise that developers have high expectations for fast, reliable, and collaboratively stable sensing solutions, a common need in fields such as autonomous driving, smart security, industrial inspection, and robotics. This has led to a surge in demand for integrated sensing solutions.

We offer several combined solutions designed specifically to meet modern sensing needs: embedded computers provide high-efficiency computing power, LiDAR and millimeter-wave radar achieve accurate all-weather ranging, cameras capture rich visual information, and advanced algorithms complete multi-source fusion and decision-making. Seamless collaboration, rapid deployment, and perfect integration with your development workflow.

Our Core Values

Worry-Free Selection

We provide one-on-one selection guidance, matching the optimal combination based on your application scenario (autonomous driving, robotics, security, industrial inspection).

Quick Start

We provide a complete SDK, drivers, ROS nodes, fusion sample code, and hardware integration guide.

Worry-Free Selection

For your specific operating conditions, we assist with multi-sensor joint calibration, time synchronization, and algorithm acceleration, maximizing perception performance.

In-depth Optimization

OTA firmware upgrades, remote fault diagnosis, rapid spare parts replacement, and algorithm model iterative updates.

Remote Assisted Debugging

Our engineers can remotely debug, analyze logs, and fine-tune parameters at any time through a secure channel, significantly reducing on-site waiting time and accelerating problem closure.

Customized Solutions

We offer a complete customization solution, from sensor combination and embedded platform selection to algorithm fusion strategies, ensuring accurate system adaptation and avoiding over-configuration or functional deficiencies.