Noetive raises $41M seed for self-improving industrial AI
Eclipse built the five-month-old startup with former Meta AI executive Amir Frenkel, then led a round packed with industrial and AI operators.
By Ryan Merket · Published
Primary source: X
Why it matters
A $41M seed lets Frenkel and Eclipse fund both frontier AI research and costly factory deployments, where reliability and repeatable customer results will determine whether the thesis holds.
Noetive, founded by Amir Frenkel (@Amirfrenkel) and Dan Barak, emerged from stealth on September 16th with a $41 million seed round led by Eclipse. Frenkel described the San Francisco startup in a September 21st post on X as an AI lab for factories, logistics networks, energy facilities and data centers.
The founders arrived with long operating histories. Frenkel spent nearly a decade at Meta, where he held vice president roles and worked on generative AI, after engineering leadership positions at Alphabet and Amazon. Barak previously led product at Netlify, which acquired Stackbit, a startup he co-founded. Earlier, he worked at Lyft and at Face.com, which Facebook acquired in 2012. Frenkel wrote in his launch post that he and Barak have known each other for 28 years.
Noetive is unusually well-capitalized for a startup founded five months ago. Eclipse led the financing, joined by Craft Ventures, The Westly Group, Swish Ventures, Factory, Incite Ventures, Gigascale Capital, Operator Partners and Liquid 2 Ventures. Sidley Austin, which represented Noetive, characterized the transaction as a Series Seed financing.
The individual investors bring a mix of AI, hardware and industrial experience. The group includes Meta CTO Andrew Bosworth (@boztank), Airbnb CTO and former Meta generative AI executive Ahmad Al-Dahle (@Ahmad_Al_Dahle), Nest co-founder Matt Rogers (@MattLRogers), former Meta CTO Mike Schroepfer (@schrep), Bedrock Robotics CEO Boris Sofman (@bsofman), Carnegie Mellon professor Yaser Sheikh and Decart co-founders Dean Leitersdorf, Moshe Shalev and Orian Leitersdorf.
Eclipse built its own AI bet
The round is also a test of Eclipse's company-building strategy. Frenkel joined the venture firm as its first chief AI officer on April 28th and said at the time that he would build a new startup with Eclipse. Five months later, that project surfaced as Noetive, with Eclipse serving as both company builder and lead investor.
Eclipse helped shape the thesis, recruit Noetive's founding team and connect the founders with industrial operators. That involvement gives Noetive early access to potential customers in the sectors Eclipse has spent a decade funding. It also concentrates a large seed bet around an investment firm's existing view that manufacturing, logistics and infrastructure are ready for a new layer of AI software. Eclipse raised $1.3 billion across two funds in April, bringing its stated assets under management to about $10 billion.
Noetive calls its proposed layer an "intelligence of record." The system combines AI agents that sit on top of software already used by an industrial operator with a multimodal sensing pod that gathers information from the physical site. Noetive says the software learns how an operation works, makes decisions and uses the results to improve subsequent decisions.
The initial applications are concrete. On Noetive's website, the startup describes software for production planning in factories, pallet and truck consolidation in logistics, and tracking the gap between construction schedules and conditions on a job site. Noetive says its agents combine operational software data with information captured on the ground, allowing plans to be revised when machinery fails, materials arrive late or work falls behind schedule.
The evidence starts with one factory
Steuben Foods is the named design partner in Noetive's launch announcement. CEO Menachem Katz said production planning that previously happened monthly and required a week of work can now be completed daily in minutes using Noetive. That performance figure comes from the customer testimonial supplied in Noetive's announcement.
Noetive says it is also working with design partners across manufacturing, logistics, energy and data centers. The startup is taking an embedded approach, placing researchers and engineers alongside operators to tackle central processes instead of selling a generic assistant across an entire industry. Its public materials focus on deployments and operational outcomes rather than pricing or a standardized product package.
That model is expensive. Industrial deployments require integrations with old software, sensors in unpredictable environments and enough reliability for decisions that affect production and delivery schedules. The $41 million gives Noetive room to fund research while absorbing the hands-on work required to prove the system at customer sites.
Noetive plans to use the financing for research into self-improving AI, field deployments and hiring. Its public team page lists Frenkel, Barak and 10 founding technical employees, plus a construction general manager and an operations manager. Current openings include AI research, full-stack engineering and product management roles.
The size of the seed round reflects the scope of Frenkel's pitch: Noetive wants to become the operational decision layer across industries that run on machines, materials and tightly timed human work. The next proof will come from deployments that can repeat Steuben Foods' claimed gains across customers with different equipment, software and failure modes.