PepsiCo said it has partnered with Siemens and Nvidia to modernise its manufacturing and warehousing using AI and digital twin technology. US pilots are already underway to simulate and test facility upgrades virtually, replacing slower, more expensive expansion methods as demand for production and distribution capacity rises.