West Shore Home’s founder is leaning into AI to scale a trades-heavy business, using technology to streamline operations across measurements, permitting, scheduling, and installations. The story describes the company’s growth to more than 3,200 employees, 334,000+ completed installs, and $933 million in 2025 gross revenue—now tracking near a $1.15 billion run rate. The operator is positioned as “AI-native,” combining workflow systematization with software replacements for paper-based steps. A private equity transaction is also part of the growth narrative: Leonard Green & Partners bought a 20% stake in 2020, with the founder retaining 80%. For colleges and universities, the example underscores a shift in where AI value is being captured—not only in software, but in operational systems that touch labor, scheduling, and compliance. Programs built around applied AI, data-driven management, and technical workforce development may face renewed demand as employers industrialize these capabilities.