Trusted AI. Reliable Hardware. Life-Saving Tech.

Our strategic focus is on transforming AI into real-world safety improvements for freight fleets, not just by developing algorithms, but by deploying them where safety matters most.

Our Technology Expertise

Man driving a car, focused on the road, with a blue sensor grid projected on the windshield.
10+
Years of Expertise

Deployment-Driven AI Expertise

Backed by an experienced AI team with roots in edge AI, cloud AI and autonomous driving since 2015, we bring practical, deployment-ready intelligence to commercial fleets. Instead of investing in foundational model training, we focus on application-layer AI that solves real problems on the road. 

AI Algorithms

Our AI stack covers advanced perception tasks including vehicle, pedestrian, lane, license plate, and traffic sign recognition. We also provide 360-degree surround view, and a next-generation Driver Monitoring System (DMS) for comprehensive in-cabin safety.

Chip Adaptation

Our algorithms are optimized for seamless deployment across leading AI chipsets—from Ambarella to Rockchip and Black Sesame—ensuring fast, stable, and accurate performance in diverse driving environments.

Unlocking Potential with Our Supported AI

Vehicle Detection Pedestrian Detection Lane Detection Speed Limit Sign Recognition Blind Spot Detection 360-Degree Surround View Face ID Gaze Tracking
AI Hardware Design for Vehicle Telematics

Vehicle AI Hardware Design

We've been building AI-powered video telematics hardware for over a decade. From early mobile ADAS Apps (2015) to fully integrated AI dashcams and 4G-connected AI MDVRs purpose-built for fleet safety, our hardware journey reflects deep domain expertise.
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Every product we design is engineered for industrial-grade reliability and tailored to the harsh conditions of freight operations. Our devices are optimized for algorithm performance, thermal stability, and low power consumption—whether installed at the front, rear, sides, cabin, or cargo area of a vehicle.
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With Shenzhen as our R&D and manufacturing base, we tap into a mature supply chain and agile production capabilities to ensure speed, scale, and consistent quality. 

The Thinking Behind Our Hardware

4G communication network digital illustration

Global coverage 4G module, making communication more stable and connection more reliable.

A computer chip labeled "NPU" with metallic pins on its sides, representing a neural processing unit.

Independent NPU, ultra-high computing power, making AI algorithms run more smoothly.

Six blue Maxwell Technologies capacitors with metal terminals on top placed in two rows.

Equipped with supercapacitors for video recording power-off protection, safer than using built-in batteries.

Icon of a vent with steam rising, indicating heat or air flow. The vent has vertical slats.

Professional heat dissipation design, conducting device temperature from inside to outside, extending the device's lifespan.

A red semi-truck, white delivery van, and stacked boxes on a wooden pallet against a white background.
AI Solutions Tailored for Safer Freight Fleets

While baseline features like collision alerts and DMS are becoming standard, our strength lies in fine-tuning AI for the unique needs of freight fleets. Years of field deployment experience allow us to reduce false positives, avoid missed detections, and ensure AI-triggered events truly contribute to driver safety and coaching programs.
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We're not a generic AI development house. We're a hardware-first, AI-integrated partner focused on the freight sector. Our edge-native solutions bring practical, measurable AI benefits to every mile traveled—not just in theory, but in practice. 

The AI-Driven Loop for Total Fleet Safety

Real-Time AI Safety Alert

Instant AI alerts for driver distraction and accident risks, fostering safe driving habits.

Accident Video Reconstruction

Video evidence for precise accident cause analysis, reducing disputes.

AI-Based Behavior Analysis & Coaching

Transform fleet operations with actionable data on driver behavior and vehicle performance.