Edge & Embedded

Intelligence where it matters — on the device. Custom silicon-level design, firmware and optimized inference.

Edge & Embedded

Products

Squeezing every TOPS

Squeezing every TOPS

We port, quantize and tune your models for the target NPU — hitting real-time latency on silicon that costs less and sips power.

  • INT8/FP16 quantization
  • Sub-10 ms pipeline latency
  • TensorRT, RKNN, Hailo, Jetson
Production-grade BSP & firmware

Production-grade BSP & firmware

Yocto/Buildroot images with secure boot, signed OTA and watchdog-hardened services — maintained for the entire life of your product.

  • Full secure boot chain
  • Signed OTA updates
  • Long-term kernel maintenance

Key features

Model optimization: quantization, pruning, distillation

Sub-watt to 60W power envelopes

Real-time pipelines under 10 ms latency

10-year longevity supply program

Related use cases

Smart CityIn Production

Crowd Gathering Monitoring

Deployed in production for real customers.

Smart CityIn Production

Flood Monitoring

Highly feasible, especially with drone coverage.

Smart CityIn Production

Landfill & Illegal Dumping Monitoring

24/7 dumping detection plus aerial waste-volume estimation.

Smart CityDeveloping

Illegal Construction Detection

Drone terrain surveys with centralized 3D map and planning-data analysis.

Smart CityDeveloping

Landslide Detection

Fixed observation stations plus sensors; drones extend aerial coverage.

Power & UtilitiesIn Production

Substation Hotspot Inspection

Expandable to remote monitoring with centralized AI centers.

Build your AI system with us.

From a single proof-of-concept to a full fleet — our engineers are ready.

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