Physical AI Startups Are Now Vantora’s Core Business
Four years ago, a startup lab launched that wasn’t quite an incubator, accelerator program, or venture firm. UP.Labs, as it was called then, built startups designed to solve problems for corporate customers such as Alaska Airlines and Porsche, as well as for the outside world.
The firm still has the same mission — albeit with a critical addition to its approach, a new name, and a $100 million investment from Silversmith Capital Partners. Vantora, as the firm is now called, continues to work with its corporate customers, including some new ones in industrial manufacturing that it declined to name, and in the oil and gas sector.
But now it’s more focused on building physical AI startups solely for its corporate customers and not for the broader market.
Founder and CEO John Kuolt said Vantora is moving toward a “proprietary M&A pipeline.” This means Vantora will still build startups for its corporate partners, which invest in the ventures and serve as their first customers. But those corporate partners now have the option to fold the startups into their core businesses — and essentially keep them to themselves.
That shift has influenced Vantora’s increased focus on physical AI startups, according to Kuolt.
Why the Proprietary Model Unlocks Bigger Problems
In the past, Vantora would end up spiking ideas that were strategic to its corporate partners, but too sensitive to bring to the outside world.
“We were missing on the biggest value problems, which had the biggest upside because of that,” Kuolt said in a recent interview. “Imagine you’re a Fortune 100 industrial company and you need to retrofit all of your hardware and machines for autonomy. You need to own that, it needs to be sovereign, and you can’t rely on a third party to go do that for you. You need to own that intelligence layer. They’re never going to let us go sell that to their competitors.”
This change has allowed Vantora to “unlock big physical AI use cases,” according to Kuolt, including with its existing customers.
The J.B. Hunt Example
For example, the firm came up with an idea to use AI to advance the business of its partner J.B. Hunt. “They said there is no way you can take this out to the world, and so we passed on it,” he said, adding that this proprietary model now allows Vantora to pursue it.
Vantora’s Corporate Partners and History
The firm launched in 2022 with Porsche as its first corporate partner. Since then, Vantora has launched several startups for Porsche and struck deals with Alaska Airlines, J.B. Hunt, Wabash, and TDG, the parent of Ashley Furniture.
In its early days, UP.Labs was tied — although never financially — to venture firm Up.Partners. While Vantora still shares office space with the California-based VC, it is its own entity, Kuolt explained, noting that the $100 million from Silversmith is the company’s first outside investment.
What This Means for the Future of Physical AI Startups
Vantora’s model represents a notable shift in how physical AI startups are built and funded. Rather than developing technology for the open market, these ventures are created specifically for corporate partners who then have the option to acquire them outright.
For founders and investors watching the physical AI space, Vantora’s $100 million raise and its proprietary M&A pipeline signal growing demand for AI that operates in the physical world — from industrial manufacturing to oil and gas to logistics. The key difference is ownership: corporate partners want to keep these intelligence layers sovereign and away from competitors.
As Kuolt put it, the biggest value problems were the ones Vantora previously had to pass on. Now, with its new model and fresh capital, the firm can pursue them.
Key Takeaways
Vantora, formerly UP.Labs, raised $100 million from Silversmith Capital Partners — its first outside investment.
The firm now focuses on building physical AI startups exclusively for corporate customers.
Corporate partners invest in the ventures, serve as first customers, and can fold the startups into their core businesses.
Vantora’s partners include Porsche, Alaska Airlines, J.B. Hunt, Wabash, and TDG (parent of Ashley Furniture).
Founder and CEO John Kuolt says the proprietary model unlocks “big physical AI use cases” that were previously off-limits.
