Single-person enterprises are increasing as generative AI tools lower the barrier to entry for complex operations. Hoover Institution researchers examine whether these tools enable solo founders to handle marketing, coding, and administration alone. This trend reduces overhead for entrepreneurs. Practitioners should monitor how AI-driven efficiency alters traditional venture capital and hiring models.