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Company April 2026

Physical AI: From Simulation to the Shop Floor

Physical AI is making its way into industry. It enables robots and machines to perform tasks in the real world precisely and safely, taking automation to a new, adaptive level. This is made possible by the interaction of powerful, high-fidelity simulation and AI-driven robotics. At Hannover Messe, SCHUNK is showcasing—using the example of the GROW automation cell—how this approach can be transferred to manufacturing. The standardized, modular solution is designed to bring physical AI applications into day-to-day production in a repeatable, industrial-ready way.

SCHUNK GROW simulation Simulation of the SCHUNK GROW automation cell in NVIDIA Omniverse.

With the GROW automation cell, SCHUNK brings together its expertise and many years of experience in designing clamping and automation processes. Instead of custom one-off solutions, the focus is on a scalable modular system that makes intelligent robotics applications available as technically robust, repeatable production building blocks.

From simulation to live operations

A key component of the cell is the simulation-first approach: processes are prepared digitally before they run on the real system. By integrating NVIDIA Omniverse libraries and the NVIDIA Isaac simulation framework into SCHUNK’s simulation pipelines, robot motions, gripping processes, and entire sequences can be modeled, trained, and validated virtually. This reduces risk, shortens commissioning, and enables a stable start-up. To move from the digital model to real execution, software-enabled workflows come into play. Platforms such as Wandelbots NOVA show how simulated processes can be transferred into operations and then continuously optimized. The GROW automation cell provides the reliable physical foundation needed for AI- and software-driven automation to perform sustainably under real production conditions.

The example makes it clear: SCHUNK does not see Physical AI as a distant vision of the future, but as an industrial development path shaped together with partners. The GROW automation cell makes that partnership tangible—as a standardized platform that brings technologies together and simplifies customers’ path to intelligent automation step by step.