Smarter Perception. Faster Autonomy.​

Deploy intelligent visual perception quickly, reliably, and at scale, with a complete platform designed for off-road, industrial, and mobile robotics applications.

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Industries Are Pushing Limits. Legacy Tech Can’t Keep Up.​

• Labor shortages and safety demands are rising

• Autonomy requires real-time, robust perception

• Integration is complex, and data is fragmented

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EdgeFirst™ AI solves these challenges with a unified perception stack optimized for real-world deployment.

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An End-to-End Platform for 3D & 4D Spatial Perception​​

Built on decades of embedded AI experience, EdgeFirst AI combines rugged sensor modules, rich datasets, a proven perception engine, and powerful MLOps tools—purpose-built for fast, reliable deployment of visual perception in challenging environments.

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From construction to agriculture, EdgeFirst powers autonomy where it matters most.

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 Why Choose EdgeFirst AI?​

• Jumpstart Development
  Pre-configured modules, production datasets & MLOps tools reduce ramp-up time by 50–100x.
   

• Reduce Program Risk
  Field-ready modules and pre-built tools with AI-accelerated workflows eliminate R&D overhead and cut costs by up to 80%.

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• Deploy on Standard SoCs
  Run on widely available embedded processors—no bleeding-edge silicon required.
   

• Accelerate Time-to-Market
  Streamlined data, training, and deployment workflows get you to production faster.

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• Future-Proof Flexibility

       Modular, licensable IP and scalable tools adapt to evolving demands and applications.

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 A Complete Toolkit for Visual Perception at the Edge​

• Sensor Modules
  Rugged Maivin (3D Vision) and Raivin (4D Fusion) sensors are optimized for fast integration and low SWaP.
   

• Production-Grade Datasets
  3D/4D datasets with automated data collection pipelines for fast adaptation to new domains.
   

• AI-Assisted MLOps
  SaaS-based platform for multi-user data annotation, model training, and validation increases 100x efficiency gains.
   

• Perception Engine

       Real-time, low-latency performance optimized for embedded SoCs, tested over millions of miles.

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Built for the Demands of Real-World Machines​

• Construction Equipment
  Real-time hazard detection and operator assist.
   

• Precision Agriculture
  Autonomous weeding, spraying, and mapping.
   

• Material Handling
  Collision avoidance for forklifts and logistics vehicles.
   

• Autonomous Robotics
  Dynamic navigation and obstacle avoidance.
   

• Warehouse Automation
  Spatial intelligence for autonomous sorting and movement.
   

• Mining Equipment

      Terrain mapping and obstacle detection in hazardous environments.

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Build the Future of Perception with Au-Zone

EdgeFirst AI delivers the tools, IP, and support you need to bring intelligent perception to life, whether you're scaling a fleet or launching your first autonomous machine.

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