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How this founder’s unlikely path to Silicon Valley may turn out to be an edge in industrial tech

Admin by Admin
November 22, 2025
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Thomas Lee Younger doesn’t sound like your typical Silicon Valley founder.

The 24-year-old CEO of Interface, a San Francisco startup utilizing AI to forestall industrial accidents, is a white man with a Caribbean accent and a Chinese language final identify, a mix he finds amusing sufficient to say when he’s first launched to enterprise contacts. Born and raised in Trinidad and Tobago, the positioning of considerable oil and gasoline exploration exercise, Younger grew up round oil rigs and power infrastructure as a result of his total household labored as engineers, stretching again generations to his great-grandfather, who immigrated to the island nation from China.

That background has turn out to be his calling card in pitch conferences with oil and gasoline executives right this moment, nevertheless it makes for greater than a fantastic dialog starter; it underscores a path that has been something however simple and that Younger would possibly argue provides Interface an edge.

It was years within the making. From age 11, Younger fixated on Caltech with the depth of somebody a lot older. He watched reveals about Silicon Valley on-line, mesmerized by the concept that folks may construct “something and every part” in America. He did every part attainable to safe admission, even writing his software essay about hijacking his household’s Roomba to create 3D spatial maps of his home.

The ploy labored – Caltech accepted him in 2020 – however then COVID-19 hit, and so did its ripple results. For one factor, Younger’s visa state of affairs turned almost unattainable (visa appointments had been cancelled and processing got here to a halt). On the similar time, his faculty fund, rigorously constructed over six or seven years to $350,000 to cowl his schooling, “principally obtained hit solely” by the abrupt market downturn in March of that yr.

With out a whole lot of time to determine his future, he selected a less expensive three-year engineering program on the College of Bristol within the UK, learning mechanical engineering, however by no means abandoning his Silicon Valley desires. “I used to be devastated,” he says, “however I spotted I may nonetheless get one thing carried out.”

At Bristol, Younger landed at Jaguar Land Rover, working in one thing known as human components engineering – basically the UX and security design of business techniques. “I had by no means heard of it earlier than I even joined,” he admits. The function concerned determining how you can make vehicles and manufacturing strains as protected as attainable, making certain they had been “dummy proof” for clean operations.

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It was there, inside heavy business, that Younger noticed the issue that might turn out to be Interface. He says the instruments many corporations use to handle security documentation are both nonexistent – pen and paper – or so siloed and poorly designed that staff hate them. Worse, the working procedures themselves — the instruction manuals and checklists that blue-collar staff depend on to remain protected — are riddled with errors, outdated, and almost unattainable to keep up.

Younger pitched Jaguar on letting him construct an answer, however the firm wasn’t . So he began plotting his exit. When he realized about Entrepreneur First (EF), a European expertise incubator that recruits promising people earlier than they’ve a co-founder and even an thought, he chilly utilized regardless of its 1% acceptance price. He was accepted to basically pitch himself.

He advised Jaguar he was going to a marriage in Trinidad and can be away for every week. As a substitute, he went to EF’s choice course of, impressed the organizers, and the day he returned to the workplace, stop. “They realized, ‘Oh, so that you in all probability weren’t at a marriage,’” he laughs.

At EF, Younger met Aaryan Mehta, his future co-founder and CTO. Mehta, of Indian descent however born in Belgium, had his personal thwarted American dream. He’d been accepted to each Georgia Tech and Penn however equally couldn’t get a visa appointment throughout COVID. He ended up learning math and pc science at Imperial Faculty London, the place he developed AI for fault detection earlier than constructing machine studying pipelines at Amazon.

“We had related backgrounds,” Younger says. “He’s tremendous worldwide. He speaks 5 languages, very technical, wonderful man, and we obtained alongside very nicely.” Actually, they had been the one crew of their EF cohort to not break up, says Younger.

Greater than that, right this moment, they dwell collectively in San Francisco’s SoMa neighborhood, although requested about spending a lot time collectively, Younger is adamant that that’s not a difficulty given their respective workloads. “During the last week, I’ve seen [Aaryan] at house for perhaps a mixed complete of half-hour.”

As for what, precisely, they’re constructing, Interface’s pitch is simple: use AI to make heavy business safer. The corporate autonomously audits working procedures utilizing massive language fashions, cross-checking them towards laws, technical drawings, and company insurance policies to catch errors that would – in a worst-case situation – get staff killed.

A number of the numbers are arresting. For one in all Canada’s largest power corporations, the place Interface is now deployed throughout three websites (Younger declines to call the model), Interface’s software program discovered 10,800 errors and enhancements throughout the corporate’s customary working procedures in simply two and a half months. As Younger tells it, the identical work carried out manually would have price greater than $35 million and brought two to a few years.

One error Younger discovered significantly troubling, he says, was a doc that had been in circulation for 10 years with the mistaken stress vary listed for a valve. “They’re simply fortunate that nothing occurred,” says Medha Agarwal, a accomplice at Defy.vc, which led Interface’s $3.5 million seed spherical earlier this yr, with participation from Precursor, Rockyard Ventures, and angel traders, together with Charlie Songhurst.

The contracts are appreciable. After initially making an attempt outcome-based pricing (the power firm “hated it,” Younger says), Interface adopted a hybrid per-seat mannequin with overage prices. A single contract with the Canadian power firm is value greater than $2.5 million yearly, and Interface has extra gasoline and oil providers prospects coming on-line in Houston, Guyana, and Brazil.

The full addressable market isn’t solely clear, nevertheless it’s not small. Within the U.S. alone, there are one thing like 27,000 oil and gasoline providers corporations, per the market analysis outfit IBISWorld, and that’s simply the primary vertical that Interface desires to deal with.

The outsider’s edge

Apparently, Younger’s age and background – issues which may seem to be disadvantages on the subject of extra established industries – have turn out to be his secret weapons. When he walks right into a room of executives twice or thrice his age, he says, there’s preliminary skepticism. “Who the hell is that this younger man and the way does he know what he’s speaking about?”

However then, he says, he delivers his “wow second,” by explaining an understanding of their operations, their staff’ each day routines, and precisely how a lot money and time Interface can save them. “As soon as you possibly can flip them, they’ll completely love you and advocate and battle for you,” he says. (He claims that after a latest, first website go to with operators, 5 staff requested once they may put money into Interface, which made him significantly proud, given the sector staff sometimes “hate software program suppliers.”)

Certainly, although Younger works from Interface’s workplace in San Francisco’s Monetary District, his laborious hat sits on a desk not removed from his desk, prepared for the following website go to. (Agarwal suggests Younger may use just a little extra down time in his life, recalling a latest name the place Younger advised her that he hadn’t seen the solar all day.)

The corporate now has eight workers – 5 within the workplace, three distant – principally engineering hires, plus an operations one that began simply this week. Interface’s greatest problem is hiring quick sufficient to maintain up with demand, an issue that requires its small crew to faucet networks throughout each Europe and the US.

As for what Younger makes of the life in San Francisco he needed and is now dwelling, he marvels at how correct the Silicon Valley stereotypes turned out to be. “You see folks on-line speaking about, ‘Oh, you go to a park and the particular person sitting subsequent to you has raised $50 million constructing some insane AI agent.’ However it’s really like that,” he says. “I believe again to what life was like in Trinidad. I point out these concepts to folks again house, and so they simply don’t consider me.”

He often makes time to exit in nature with buddies – he says they went to Tahoe lately – and Interface hosts occasions like a hackathon they threw final weekend. However principally, it’s work, and most of that work entails AI, similar to everybody else’s in San Francisco proper now.

Which makes the journeys to grease rigs oddly interesting.

Certainly, that onerous hat on the workplace isn’t only a sensible necessity; it’s additionally a lure, suggests Younger. For engineers bored with constructing “some low-impact B2B gross sales or recruiting device,” as Younger places it, the promise of often leaving the Bay Space bubble to work with operators within the subject has turn out to be a recruiting benefit. Lower than 1% of San Francisco startups work in heavy business, he notes, and that shortage is a part of the attraction, for him and for the folks he’s hiring.

It’s in all probability not fairly the model of the Silicon Valley dream he spent his childhood chasing from Trinidad: lengthy hours, intense stress, countless AI discussions in every single place, punctuated by the occasional journey to an oil rig.

Nonetheless, for now, he doesn’t appear to thoughts it. “During the last month or two months, I’ve not carried out a lot in any respect [outside the office], as a result of there’s simply been a lot depth right here, with constructing, hiring, promoting.” However “I really feel fairly robust,” he provides.

Tags: EDGEFoundersIndustrialpathSiliconTechValley
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