Vention
Vention debuted Rapid Operator AI at NVIDIA GTC, and said that its AI operator for deep bin picking and high-variability manufacturing delivers human-like adaptability, consistency and reliability 24/7.
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Vention
Vention debuted Rapid Operator AI at NVIDIA GTC, and said that its AI operator for deep bin picking and high-variability manufacturing delivers human-like adaptability, consistency and reliability 24/7.
Montreal-based full-stack software and hardware automation provider Vention announced the commercial launch of Rapid Operator AI at NVIDIA GTC 2026.
Vention said that the new system is designed to automate complex, unstructured tasks, beginning with deep bin picking.
The company said that the Rapid Operator AI launch marks a significant evolution from last year's GTC technical showcase debut of AI Operator as physical AI for unstructured tasks. Rapid Operator AI transforms that concept into a turnkey industrial system built on Vention’s Generalized Robotic Industrial Intelligence Pipeline (GRIIP) and engineered for immediate deployment in production environments.
Vention said that Rapid Operator AI is engineered for mid-market and enterprise manufacturers operating multi-shift facilities where labor shortages and high production variability create operational strain. The company said that these applications were previously difficult or economically impractical to automate due to part randomness, clutter, occlusions and variability in presentation.
By combining a standardized core architecture with configurable deployment, Vention said that Rapid Operator AI enables manufacturers to replicate automation across facilities while maintaining flexibility for site-specific requirements.
“Manufacturers face two persistent hidden costs: automation that cannot adapt and dependence on scarce skilled labor,” said Etienne Lacroix, founder and CEO of Vention. “Built on GRIIP, our production-grade AI foundation, Rapid Operator AI brings adaptive intelligence to highly unstructured deep bin picking. It delivers flexible, scalable automation that deploys in days, reduces reliance on specialized labor, and provides manufacturers with a faster, more predictable path to ROI.”
Vention said that GRIIP delivers a unified pipeline from perception to motion by integrating Vention’s proprietary models with NVIDIA Isaac open models, specifically NVIDIA FoundationStereo for stereo matching, and NVIDIA FoundationPose for pose estimation.
Vention said that the system allows robots to:
The company said that Rapid Operator AI achieves up to 99% first-pick success rates depending on part geometry and bin configuration. It automatically retries failed picks and empties bins fully, supporting around the clock industrial operations.
Vention added that the new SKUs can be onboarded directly through CAD file configuration, eliminating model retraining cycles and enabling rapid production changeovers.
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