We develop computer vision and AI algorithms through an engineering-driven pipeline that connects real production requirements to deployable models. Our team—spanning robotics, computer vision, mechanical engineering, and AI—starts by defining measurable inspection or control targets, then designs the imaging setup (optics, lighting, calibration, and fixtures) to ensure stable signal quality. We build and curate datasets from real-world edge cases, apply rigorous labeling and data governance, and train models for detection, segmentation, classification, and anomaly discovery. Algorithms are validated with repeatable test protocols, integrated with motion/robot control and PLC interfaces, and optimized for real-time edge inference, traceability, and long-term robustness.

AI Computer Vision Technology

Our flagship AI Vision Inspection Machines have been shipped to more than 30 countries worldwide, empowering manufacturers to detect surface defects, dimensional deviations, and micro-anomalies in real time with sub-pixel precision. The industrial portfolio includes standard rotary-disc and inline flow-channel sorting machines, weight-based sorting systems, six-axis robotic arm control, and comprehensive automated production-line upgrade and retrofit services, alongside fully customized inspection and sorting solutions. Autonoma AI follows a long-term strategy of technology introduction, absorption, and re-innovation. Through continuous advancement in computer vision, industrial AI, and automation integration, we have successfully contributed to high-demand manufacturing ecosystems, including supply chains for Foxconn, Volkswagen, Tesla and Xpeng automotive components, mobile phones, Acer computers, Suntech solar panels, micro-precision standardized parts, and fastener manufacturing.

Proven at Global Scale

The world's first true 2-in-1 launcher for American football & soccer - avariable-geometry propulsion system and Al vision stack that turn solo practiceinto measurable, game-like development.

2-in-1 Dual-Sport

Overcomes the contact-mechanics mismatch that forced launchers to stay single-sport.

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5-Ball Feeding Carousel

Rapidly swappable carousel indexes each ball into position before launch.

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Variable-Geometry Propulsion

Closed-loop servos regulate wheel spacing, contact angle & differential speed.

Al Vision Stack

Stereo cameras & depth sensing track athlete kinematics and ball flight in real time.

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One Engine.

Two Sports.

Powered by AI.

Bringing Intelligence to Everyone (B2C)

Building on a decade of industrial expertise (B2B), Autonoma AI now extends its AI vision technology into the consumer market—putting professional-grade intelligence directly into the hands of athletes, enthusiasts, and everyday users. Our growing consumer product line includes:

AI-powered all-ball-type launcher robots — versatile training machines engineered for tennis, football, soccer, and more, delivering adaptive, intelligent practice for every sport.

Humanoid robots — interactive, intelligent companions and training partners powered by our advanced AI vision platform.

Edge AI computers — compact, high-performance computing devices that bring real-time AI processing directly to the point of action.

AI vision–based camera accessories — featuring intelligent obstacle avoidance, automatic user tracking, and app-based route planning for effortless, hands-free capture.