How This Founder’s Unlikely Path to Silicon Valley Could Become an Edge in Industrial Tech

Why It Matters

Interface demonstrates how AI can dramatically reduce safety‑related risks and compliance costs in the $1‑trillion oil‑and‑gas services market, offering a scalable, high‑value solution that could become a standard for industrial safety management worldwide.

Summary

Interface, a San Francisco AI startup founded by 24‑year‑old Thomas Lee Young, uses large‑language‑model‑driven audits to spot safety‑procedure errors in heavy‑industry operations. In its first deployment with a major Canadian energy firm, the platform identified 10,800 procedural flaws in 2½ months, a task that would have cost over $35 million and taken years to perform manually, leading to a $2.5 million‑plus annual contract. The company closed a $3.5 million seed round led by Defy.vc and is expanding its client base across oil‑and‑gas services in Houston, Guyana and Brazil, targeting a U.S. market of roughly 27,000 service firms. Young’s multicultural background and hands‑on experience in industrial safety give him credibility with senior executives, while the firm’s rapid hiring and hybrid pricing model aim to scale the solution across the broader industrial tech sector.