Industry

Edge AI in Logistics & Warehousing

Autonomous mobile robots, parcel recognition, dock management and yard intelligence.

Common workloads

  • AMR navigation
  • Parcel and label reading
  • Dock analytics

Companies active in Logistics & Warehousing

NVIDIA

Chip manufacturer

Develops the Jetson family of edge system-on-modules, the DGX Spark desktop AI system and the JetPack, TensorRT and DeepStream software stacks used for edge inference, robotics and vision AI.

Santa Clara, California, United States

Texas Instruments

Chip manufacturer

Supplies the AM6xA and TDA4 processor families, which combine Arm application cores, vision and imaging accelerators and a deep learning accelerator for embedded vision, robotics and automotive designs.

Dallas, Texas, United States

Advantech

Hardware manufacturer

Industrial computing manufacturer supplying modular fanless edge systems such as the MIC-770 series and GPU-dense edge AI servers such as the AIR-520 for factory and infrastructure deployments.

Taipei, Taiwan

ADLINK Technology

Hardware manufacturer

Builds embedded computing modules and the DLAP family of deep learning acceleration platforms, including fanless Jetson-based inference systems with Power over Ethernet camera inputs.

Taoyuan, Taiwan

Aetina

Hardware manufacturer

Designs fanless edge AI systems and carrier boards around NVIDIA Jetson modules, including wide-input, wide-temperature platforms for machine vision and mobile robotics integrators.

New Taipei City, Taiwan

Axis Communications

Computer vision company

Network video manufacturer producing cameras that run deep-learning analytics on the device through AXIS Object Analytics and the open AXIS Camera Application Platform.

Lund, Sweden

Hanwha Vision

Computer vision company

Video surveillance manufacturer whose cameras include an on-board NPU for object detection, classification and licence plate recognition, with AI-assisted noise and bandwidth reduction.

Seongnam, South Korea

Ultralytics

Software provider

Maintains the YOLO family of open-source vision models covering detection, segmentation, classification, pose estimation and oriented bounding boxes, dual-licensed under AGPL-3.0 and a commercial licence.

Frederick, Maryland, United States

Roboflow

Software provider

Provides computer vision tooling including the open-source Inference package and inference server, covering model loading, pre- and post-processing and workflow execution on edge devices.

Des Moines, Iowa, United States

Edge Impulse

Software provider

Edge MLOps platform, now part of Qualcomm, for collecting data, training and deploying models to microcontrollers, NPUs, CPUs and GPUs across a broad partner hardware ecosystem.

San Jose, California, United States

balena

Software provider

Container-based platform for deploying and managing fleets of Linux edge devices, with over-the-air updates, an API and SDK, and support for a large catalogue of device types.

Remote / Seattle, United States

Boston Dynamics

Robotics company

Robotics manufacturer building mobile and industrial robots that rely on on-board perception and autonomy rather than remote compute.

Waltham, Massachusetts, United States