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.​
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Labor shortages and safety demands are rising
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Autonomy requires real-time, robust perception
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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?​
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Jumpstart Development
Pre-configured modules, production datasets & MLOps tools reduce ramp-up time by 50–100x.
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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.
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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.​​
​ A Complete Toolkit for Visual Perception at the Edge​
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Sensor Modules
Rugged Maivin (3D Vision) and Raivin (4D Fusion) sensors are optimized for fast integration and low SWaP.
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Production-Grade Datasets
3D/4D datasets with automated data collection pipelines for fast adaptation to new domains.
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AI-Assisted MLOps
SaaS-based platform for multi-user data annotation, model training, and validation increases 100x efficiency gains.
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Perception Engine
Real-time, low-latency performance optimized for embedded SoCs, tested over millions of miles.​
​Built for the Demands of Various Industries
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Construction Equipment
Real-time hazard detection and operator assist.
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Precision Agriculture
Autonomous weeding, spraying, and mapping.
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Material Handling
Collision avoidance for forklifts and logistics vehicles.
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Autonomous Robotics
Dynamic navigation and obstacle avoidance.
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Warehouse Automation
Spatial intelligence for autonomous sorting and movement.
Terrain mapping and obstacle detection in hazardous environments.
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Create 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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