This startup raised $10 million to bring AI to old factories (www.businessinsider.com)

Harmoni, a startup focused on modernizing traditional factories, has secured $10 million in Series A funding led by Bessemer Venture Partners. Unlike many tech firms aiming to build fully automated factories from scratch, Harmoni is targeting the 280,000 existing U.S. factories filled with outdated machinery. The company offers custom tablets and AI software that streamline operations by enabling workers to clock in, access job instructions, and report issues all from one device. With approximately 40 current customers, primarily in aerospace and defense, Harmoni aims to address the automation gap faced by many small and midsize manufacturers that still rely on legacy systems. Significantly, Harmoni is integrating AI through its new product, HAL, which allows workers to communicate with machines, providing context-aware assistance without prior setup. This approach not only enhances efficiency—reducing the time workers spent on administrative tasks—but also supports factories in managing labor shortages projected to reach 3.8 million unfilled jobs by 2033. As factories look to retrofit old equipment rather than invest in new systems, Harmoni’s solutions could be pivotal in balancing human labor and automation, potentially easing union concerns and helping manufacturers cope with ongoing workforce challenges.