Most businesses in overlooked industries are constrained by headcount, coordination, documents, and slow systems. AI changes that. It lets smaller teams serve more customers, make better decisions, and build better economics into the company itself.
Healthcare back offices. The construction trades. Government back-offices. Specialty insurance. Markets with real customers, real revenue, and expensive operations, usually run by incumbents who are not investing in technology. That is the room a more technical company gets to occupy.
AI changes what a small company can absorb. Reading documents, drafting estimates, reconciling data, checking compliance, coordinating handoffs: work that used to require people can now happen inside the software. The result is better unit economics built into the company from day one.
Grayhaven is operator-led. We write code, ship product, and talk to customers inside every portfolio company, not from a board seat. The thesis only works if we’re in the business.
No fund clock, no exit pressure. Holding permanently lets us make decisions that would look wrong on a fund timeline: smaller teams, slower hiring, deeper product work, customers we can serve for decades.