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Apera AI, a leader in 4D Vision for industrial robotics, announced a significant update to its Apera Forge platform on July 7, 2025. The release introduces advanced cell design, end-of-arm-tooling (EOAT) mounted camera configurations, and de-racking simulation, empowering manufacturers, particularly in automotive, to streamline vision-guided robotic applications.
Apera AI updates Forge with advanced robotic cell design features.
Supports EOAT-mounted (Eye-in-Hand) vision for precise camera placement.
Enables full simulation and AI training for de-racking applications.
Browser-based, no-code platform reduces setup time to hours.
Achieves 99.9% reliability in object recognition and task performance.
Deployed at top 6 North American automotive OEMs.
Apera Forge’s latest release enhances cell design with flexible camera and bin positioning, integrated Obstacle Autopilot, and importable Apera Vue configurations. “We give industrial robots 20/20 vision to unlock new levels of reliability and productivity in manufacturing,” said Sina Afrooze, CEO and Founder at Apera AI. These features allow users to simulate real-world layouts accurately, reducing design time from weeks to hours while improving navigation and collision avoidance.
The platform now supports EOAT-mounted (Eye-in-Hand) vision setups alongside Fixed Mount configurations. Users can preview and refine camera positions directly in Forge, ensuring clear part visibility. This simplifies design for systems where cameras are mounted on end-of-arm tooling, enhancing precision in applications like bin picking and de-racking, critical for automotive manufacturing.
Forge’s new de-racking capabilities enable full simulation and AI training for automotive applications, such as handling vehicle hoods and body panels. “De-racking is a highly common application in the automotive sector,” said Jamie Westell, Director of Engineering at Apera AI. Users can specify rack parameters like spacing and orientation, training robust AI models independently, which saves time and boosts reliability to over 99.9%.
Apera Forge, a no-code, browser-based platform, eliminates the need for upfront hardware investment, delivering vision programs in 24–48 hours. Deployed at North America’s top automotive OEMs, it supports challenging tasks like sorting and assembly, driving productivity and cost savings. The update makes advanced robotic automation more accessible for manufacturers and integrators.
The pioneer in 4D vision for robotic automation, Apera AI makes factories more productive by empowering robots with human-like vision and advanced artificial intelligence, dramatically increasing speed and accuracy. Its patented 4D Vision system unlocks factory performance, enabling automotive OEMs, Tier 1 suppliers, and other industrial manufacturers to achieve unmatched levels of productivity, quality, and cost savings.
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