Vantora raises $100M from Silversmith to build AI ventures inside industrial giants
What's the deal? VantoraDealroom has a profile for this one. Try Dealroom →, formerly UP.LabsDealroom has a profile for this one. Try Dealroom →, has raised more than $100 million in growth equity from Silversmith Capital PartnersDealroom has a profile for this one. Try Dealroom →. It is the first outside capital for the profitable, founder-led Santa Monica company, which builds AI-native ventures inside industrial enterprises.
What's the endgame? Founded in 2022 by John Kuolt, Vantora embeds teams of founders and engineers inside partner enterprises to identify problems worth $50 million to $100 million in annual EBITDA. The partner invests, becomes the first customer, and holds equity from formation, with the option to spin the venture into its core business.
Vantora calls this Sovereign AI. "If the intelligence layer of your business is going to be built on your operations and your data, you must own it," said Kuolt, chief executive officer.
By the numbers: Vantora has launched 17 ventures across energy, aviation, logistics, manufacturing, and automotive, targeting 20 by the end of 2026. Revenue grew 79% year over year. Partners include Porsche AGDealroom has a profile for this one. Try Dealroom →, Alaska AirlinesDealroom has a profile for this one. Try Dealroom →, J.B. HuntDealroom has a profile for this one. Try Dealroom →, WabashDealroom has a profile for this one. Try Dealroom →, and Ashley FurnitureDealroom has a profile for this one. Try Dealroom → parent TDGDealroom has a profile for this one. Try Dealroom →.
What's the money for? The investment funds expansion of corporate partnerships, continued development of Vantora's data ontology product COSMOS, and hiring across AI and commercial roles. COSMOS unifies an enterprise's operating data to make it usable by AI-driven processes and autonomous agents.
Why now? Generic AI tools layered onto legacy systems rarely reach the operations where value sits. According to McKinsey, 94% of organisations still do not get a significant share of their earnings from AI — a figure unchanged in a year.
J.B. Hunt chief financial officer Brad Delco pointed to the approach: "What we value about our work with Vantora is their disciplined approach to testing opportunities against real business needs."
The signal: Enterprises are increasingly seeking AI built around their own workflows rather than off-the-shelf tools. Vantora's equity-aligned model bets that the largest industrial companies will pay to own their intelligence layer — and Silversmith is betting the same.
Image credit: jurvetson
