AI & Machine Learning
Platforms, chips, and algorithms powering perception, path planning, decision-making, and advanced autonomy.
Actuators & Mechanical Components
Core mechanical parts for automotive and robotics applications
Aerial Autonomy & Robotics (UAVs, eVTOLs)
Drones, UAVs, and eVTOL aircraft for autonomous flight
Autonomous Vehicle OEMs
Companies that design, manufacture, or integrate autonomous driving systems into vehicles.
Battery Suppliers
Manufacturers of lithium-ion and other advanced batteries used in EVs, robots, and drones.
Behavior Prediction & Planning
Software and AI modules that forecast the actions of other entities (vehicles, pedestrians) and plan the AV's motion accordingly.
Business Applications
Real-world implementations of autonomous vehicles and robotics in commercial services.
Camera Systems & Vision Modules
Makers of high-performance camera sensors and modules used for computer vision and advanced driver-assistance (ADAS).
Certification & Standards
Organizations providing formal certification, testing, and auditing for autonomous system safety and compliance.
Charging Infrastructure
Providers of EV charging stations and networks
Chips & Processors (AI Accelerators, GPUs, FPGAs)
Semiconductors and AI chips for AV/robotics computation
Cloud & Edge Services
Cloud computing and edge processing solutions for autonomous vehicle data storage and analytics.
Commercial Vehicles (Long-Haul Trucks, Delivery Vans)
Autonomous commercial and freight vehicles
Commercial/Enterprise OS
Commercial real-time operating systems (RTOS) and frameworks for autonomous vehicles, providing safety, determinism, and manageability.
Communication Modules & Chipsets
Hardware components supporting V2X standards (DSRC, C-V2X), cellular (4G/5G), and other wireless protocols.
Compute Platforms & AI Chips
Specialized hardware (GPUs, NPUs, FPGAs) designed for real-time AI inference, training, and edge computing in vehicles and robots.
Connected Intersection Solutions
Technologies for intelligent traffic intersections that communicate with vehicles and optimize traffic flow.
Connectivity Modules (5G, IoT Devices)
Modules that enable wireless connectivity for vehicles and robots
Core Technology Providers
Entities developing the fundamental hardware and software building blocks for autonomous vehicles and robotics.
Data Annotation & Labeling Services
Services providing labeled datasets for AV/robotics AI training
Data Infrastructure
Cloud, edge, and telecom services for large-scale AV deployments
Delivery & E-Commerce
Autonomous vehicles and robots delivering goods in e-commerce and retail sectors.
Edge Computing
Hardware and software enabling real-time data processing at or near the source (vehicle, roadside) to reduce latency and bandwidth usage.
Edge/Fog Computing for Infrastructure
Solutions that process data locally at traffic intersections, roadside units, or other near-edge devices.
Fleet Management Software
Platforms to monitor, dispatch, and optimize AV fleets
Fuel Cells & Alternative Power
Fuel cell and other non-battery power solutions (e.g., hydrogen, solid oxide) for zero-emission autonomous vehicles and robots.
Functional Safety
Solutions addressing functional safety standards (ISO 26262, SOTIF) for autonomous systems.
GPS + RTK Solutions
Providers of high-precision Global Navigation Satellite System (GNSS) solutions, often with Real-Time Kinematic (RTK) capabilities.
HD Mapping & SLAM
High-definition mapping and Simultaneous Localization and Mapping (SLAM) solutions that create precise, up-to-date spatial maps.
Hardware Providers
Broader hardware supply chain including chips, connectivity, mechanical components, and power systems.
Industrial Robotics
Robots used in manufacturing, assembly, and high-precision tasks
Infrastructure & Ecosystem
The supporting physical and digital infrastructure including charging networks, smart roads, and data services.
Insurance & Risk Management
Services addressing insurance and risk management challenges for autonomous vehicle deployment.
Last-Mile Delivery & General Purpose
Robots capable of navigating urban environments to deliver goods or perform general transportation tasks.
Legal Framework Providers & Compliance
Policy, advisory, and insurance organizations shaping AV regulation
LiDAR Manufacturers
Companies producing Light Detection and Ranging sensors, which use lasers to measure distances and create high-resolution 3D maps of surroundings.
Localization & Mapping
Technologies enabling vehicles or robots to pinpoint their location accurately and build/maintain detailed maps of their environment.
ML Frameworks & Toolkits
Core machine learning libraries and operating systems for robotics and AV software development.
Mobile Robotics
Robots capable of autonomous movement in various environments
On-Vehicle Edge Compute
Embedded computing platforms specialized for in-car AI inference, sensor fusion, and AV control.
Open-Source Platforms
Open-source operating systems and frameworks for autonomous vehicles, including ROS, Autoware, and Apollo.
Operating Systems for Autonomous Vehicles
RTOS and frameworks for AV hardware
Passenger Vehicles (Robotaxis, Personal AVs)
Autonomous passenger vehicles and robotaxi fleets
Perception Systems
Components and software enabling a machine to detect and interpret its environment, including LiDAR, radar, cameras, and sensor fusion.
Policy & Advisory
Organizations providing policy guidance and advisory services for autonomous systems regulation.
Power Systems (Batteries, Fuel Cells, Power Electronics)
Power supply systems for electrified autonomous vehicles
Radar Solutions
Radar (Radio Detection and Ranging) sensors that measure the reflection of radio waves to detect distance, speed, and direction of objects.
Regulations & Standards
Entities and frameworks ensuring safe and lawful operation of autonomous vehicles and robotics.
Regulatory Bodies
Government and industry entities establishing and enforcing regulations for autonomous systems.
Retail & Grocery
Autonomous solutions specifically designed for retail and grocery delivery applications.
Road Infrastructure
Connected and smart road solutions for AV operations
Robotic & Precision Actuators
Actuation systems for industrial and mobile robots, providing precise motion control.
Robotics Companies
Firms specializing in robotic solutions for industrial, service, and mobile applications.
Safety & Compliance Software
Solutions addressing functional safety and regulatory compliance
Scenario Generation & Validation
Tools for creating diverse test scenarios and validating autonomous system performance.
Sensor Fusion & Vision Software
Software platforms that combine data from multiple sensors (e.g., LiDAR, radar, camera) and process visual inputs to build an environmental model.
Service & Humanoid Robotics
Robots designed for interaction and service tasks
Simulation & Testing Platforms
Tools for virtual testing, validation, and scenario generation
Smart Roads & Traffic Systems
Solutions for enabling connected, smart, and efficient roadways for autonomous vehicle operations.
Software Solutions
Specialized software stacks and platforms for operating, testing, and managing autonomous vehicles and robotics fleets.
Specialty Vehicles (Mining, Agriculture, Construction)
Autonomous machines for off-highway and specialized industries
Steering, Braking, & Drive Systems
Automotive-grade systems for steering, braking, and propulsion in autonomous and conventional vehicles.
Synthetic Data Generation
Solutions that create artificial training data for autonomous systems through simulation and modeling.
Telecom & 5G
Telecommunications and 5G network providers enabling connectivity for autonomous systems.
Testing & Validation Services
Organizations providing certification and testing for AV safety
Training Data Services
Services that provide human-annotated labeled datasets critical for training AV/robotics AI models.
V2X Infrastructure Solutions
Providers of roadside units, intersections, and cloud platforms enabling real-time communication with vehicles.
Vehicle-to-Everything (V2X) Communication
Solutions enabling data exchange between vehicles, infrastructure, pedestrians, and networks for safety and traffic optimization.
Verification & Validation
Tools and services for verifying and validating autonomous system safety and compliance.
Virtual Environments & Simulation
Tools providing virtual testing environments to simulate real-world conditions for autonomous systems.
Warehouse & Logistics Robotics
Robots designed for automated warehouse operations, material handling, and logistics applications.
