Harmoni raises $10M to retrofit America's old factories with AI
What's the deal? HarmoniDealroom has a profile for this one. Try Dealroom →, which makes custom tablets and AI software for factory floors, has raised $10 million in Series A funding led by Bessemer Venture Partners, the company told Business Insider. It declined to disclose its valuation. Founded in 2023, Harmoni has around 40 customers and expects to add another 10 this month, with aerospace and defense its largest segment.
Why now? The round lands as the US tries to reindustrialise after years of offshoring. Some startups, including Hadrian and Machina Labs, are building new factories designed to run on robots and automation. Harmoni instead targets the roughly 280,000 existing American factories filled with traditional machinery and workers.
What's the endgame? At the centre of Harmoni's system are custom tablets that attach magnetically to machines and connect with equipment ranging from modern systems to machines built during World War II. Workers use them to clock in, pull up instructions, track jobs, and report problems in one place.
The product: Harmoni is now adding AI to that system. Its new product, HAL, uses the data collected from the tablets to answer questions and act on the factory floor. Because the system already knows which machine is running and what happened on previous runs, a worker can ask why a machine is slow or file a maintenance request without supplying context.
Where it fits: Harmoni competes in a crowded market where manufacturers already stitch together a patchwork of software. Companies including MachineMetrics and Datanomix track machines and production, while other tools track workers and maintenance. Its pitch is that factories should not have to connect all those systems themselves.
What could go wrong? Adoption is the open question. Shokoufeh Mirzaei, chair of industrial and manufacturing engineering at Cal Poly Pomona, said many small and midsize US factories lack basic analytics and run on technology that predates the internet. "We find the average factory is behind the automation curve and they use very old, legacy systems," she told Business Insider. Manufacturers are reluctant to replace expensive equipment, she said, but open to retrofitting it.
The signal: "We've built this specifically to arm these guys to compete with these autonomous factories," cofounder David Caputo said. As reindustrialisation splits into two camps — build new or upgrade old — Harmoni is betting the bigger opportunity lies in the factories America already has.
Image credit: Harmoni
