Agents monitor every aspect of commissioning from day one, so gaps surface in hours, not weeks.
“By partnering with Microsoft and Sight Machine, we can focus on manufacturing excellence instead of spending years building data platforms internally.”
Before the first trial, agents pull commissioning data from across the network — similar lines, facilities, and product types — to identify the optimal starting parameters for setup. For new processes, agents continuously provide feedback on performance and root cause of launch issues.
For new processes and new product launches, live data from the network feeds into simulation environments like NVIDIA Omniverse, where agents model line layouts and process configurations digitally before committing to physical trials.
As physical trials run, results feed back into the simulation — tightening the model with each iteration and compressing the time to reach full production rate.