Ambi Robotics, a provider of AI-powered robotics for commercial operations, introduced AI Skill Suite powered by AmbiOS.

The company said it is expanding its operating system for physical AI by offering a growing library of reliable, production-proven 3D AI robot applications for licensing by trusted partners.

Ambi Robotics said that this initiative allows Ambi’s operationally-validated AI to be deployed across a wide range of industries and third-party hardware use-cases.

AmbiOS enables AI Skill Suite to operate across robotic form factors

The company said that AmbiOS is its software stack that enables AI-powered systems to achieve industrial-grade reliability by connecting the brains and bodies of robots to critical infrastructure for support, safety and customer operations. By isolating hardware complexities, Ambi Robotics said that AmbiOS enables the AI Skill Suite to operate across diverse robotic form factors and use cases. This architecture creates a data-rich ecosystem in which real-world interactions are used to refine the underlying foundation models.

“The hardest challenge in robotics is not demonstrating intelligence in a lab, but enabling robots to rapidly adapt to economically valuable work with industrial reliability,” says Jeff Mahler, co-founder and CTO of Ambi Robotics. “By deploying hundreds of robots into production environments, physical AI is trained, refined and scaled through real-world operations. With AI Skill Suite, powered by AmbiOS, we’re making our production-hardened intelligence available in standardized applications that allow select partners to add perception, reasoning, and physical world manipulation to diverse robotic hardware configurations.”

The company said that the AI Skill Suite features a rapidly growing library of autonomous robot capabilities, including item intelligence, inspection, dexterous picking and precision placement. These skills are powered by PRIME-1, the company’s vertically-integrated AI foundation model.

By utilizing advanced 3D reasoning, Ambi Robotics said that PRIME-1 achieves superhuman performance with over 99.9% uptime. The model is trained on a massive repository of production telemetry, encompassing over 250,000 production hours and 150 million consumer packages processed across a nationwide fleet. Leading global automation providers and Fortune 500 shipping leaders have already partnered with Ambi Robotics to license these skills.

As the AmbiOS flywheel gains momentum, the company said that data collected across a growing nationwide installed fleet continues to improve model generalization. Ambi Robotics said that this has accelerated product development and allowed AmbiStack to reach the market three times faster than the company’s AmbiSort system by utilizing the existing AmbiOS Skill Suite.

“Ambi Robotics has built the path to general robot intelligence by hardening AmbiOS within the world’s most demanding logistics and ecommerce networks,” said Jim Liefer, CEO of Ambi Robotics. “Our systems have obtained data across an enterprise ecosystem responsible for moving 90% of U.S. parcel volume and 95% of active commercial SKUs to every ZIP code in the nation. By launching the AI Skill Suite, we are allowing our partners to leverage this unrivaled repository of real-world operational data to accelerate the deployment of reliable, commercial-scale physical AI.”