A startup building AI systems to coordinate factory floors and warehouses emerged from stealth this week with $41 million in seed funding—nearly nine times what most companies raise at that stage. Noetive, backed by Eclipse Ventures and a roster of former Meta executives, is betting that artificial intelligence can finally crack the code on optimizing the physical world the way it has transformed software.
The September 16 announcement revealed a who's-who of Silicon Valley backers. Beyond Eclipse, which led the round, the deal pulled in Craft Ventures, The Westly Group, Swish Ventures, Factory, Incite Ventures, Gigascale Capital, Operator Partners and Liquid 2 Ventures. On the angel side: Andrew "Boz" Bosworth, Meta's chief technology officer; Ahmad Al-Dahle, who runs AI at Airbnb after leading generative AI work at Meta; Matt Rogers from Nest; Mike Schroepfer, Meta's former CTO; Yaser Sheikh; Boris Sofman; Zach Frenkel; Dean Leitersdorf; Moshe Shalev; and Orian Leitersdorf. The company kept its valuation under wraps. Sidley Austin represented Noetive in the $41 million Series Seed funding.
The product itself sits somewhere between industrial software and autonomous operations. Noetive calls it the "Intelligence of Record" for what it describes as the $30 trillion physical economy. Think of it as a layer of AI agents that perch atop the clunky enterprise systems already running in factories and distribution centers—ERP platforms, manufacturing execution software, warehouse management tools. Those agents, paired with what the company calls multimodal sensing pods, are designed to translate broad company goals into specific coordinated actions across machines, robots and human workers.
The technology learns on the job, according to Noetive. At Steuben Foods, a food and beverage manufacturer the company cited as a design partner, production planning that used to consume a week each month now happens daily in minutes. "Production planning has always been one of the most time-consuming parts of running our business," Menachem Katz, Steuben's CEO, said in the announcement. Steuben Foods is the only publicly named design partner.
Noetive's founding team brings heavy credentials from the consumer tech world. CEO Amir Frenkel logged nearly a decade at Meta in vice president roles centered on AI and machine perception, with earlier stints at Alphabet, Google and Amazon. He joined Eclipse as chief AI officer earlier this year, and the venture firm said it worked with him from Noetive's earliest days—a degree of involvement that blurs the line between investor and co-builder. Dan Barak, the chief product officer, has two exits behind him, including Stackbit's sale to Netlify, and held product roles at Lyft and Meta. The company's LinkedIn profile showed between 11 and 50 employees as of late September.
Eclipse has framed the investment as something closer to company formation than a traditional funding round. "AI has transformed the digital world, but the $30 trillion physical economy has largely been left behind," Lior Susan, Eclipse's founder and CEO, said in the announcement. The Westly Group went further in a blog post, comparing Noetive to "Full Self-Driving equivalent for industrial operations."
Before going public with its seed round, Noetive made a quiet acquisition. In late June, it bought Meridian, an AI platform focused on construction. Meridian's founder took on a general manager role for construction on the West Coast, and the deal marked Noetive's entry into the construction vertical.
The company plans to funnel the capital into what it calls frontier research on self-improving AI for physical industries, along with expanding field deployments and hiring researchers and engineers. "AI will transform and reimagine the potential of companies in the physical economy," Frenkel said, adding that today's AI remains built primarily for information work rather than learning alongside operators in industrial settings.
The $41 million haul puts Noetive in rarefied company for seed-stage startups. By comparison, Carta tracked a median seed round of $4.5 million in the second quarter of this year. Other AI companies have pulled in similar sums recently—NeoCognition raised $40 million in April, according to TechCrunch, and TypeSafe AI closed a $40 million seed in September, per Axios—but rounds of this size remain exceptions rather than norms, even in an AI-fevered market.
Whether Noetive can deliver on its promise remains an open question. Industrial operations have resisted easy optimization for decades, and plenty of well-funded startups have discovered that factories and warehouses don't bend to software logic the way consumer apps do. But with backing from investors who helped build some of the world's most sophisticated AI systems, and a founder who spent years inside Meta's machine learning engine, Noetive has positioned itself to take a serious run at the problem.
