Harvard Business Review LogoSeptember 9, 2026Illustration by Clara San MillánToday, a single individual enabled by AI can—at very low cost—perform many activities needed to establish a startup quickly and in parallel: generating product ideas, simulatingAlmost two decades ago, the entrepreneur and author Eric Ries launched a methodology for the “lean startup.” In this approach, a new business could be launched with just capital, a minimum viable product, a team, extensive discussions with potential customers, and a process of repeated pivoting as the startup scaled. The lean startup approach combined Toyota’s lean manufacturing method with Stanford professor Steve Blank’s approaches to customer development. Because founders typically had few resources at their disposal, the lean approach took hold.
AI Is Changing the Rules of Entrepreneurship
Today, a single individual enabled by AI can—at very low cost—perform many activities needed to establish a startup quickly and in parallel: generating product ideas, simulating customer interviews, building product prototypes, and creating websites, logos, and other digital offerings. In contrast to the lean startup, this new AI-enabled model is called “abundance entrepreneurship.” The primary driver of this change is AI, which has drastically reduced constraints on information-related resources such as access to expertise and data, and labor-related resources such as those used to generate ideas, perform analysis, or execute tasks. Despite the power and growth of AI abundance-based entrepreneurship, there are several challenges that the movement and its adherents must address, including the illusion of progress, sycophancy, and the commoditization of startup ideas. And while gen AI can supply a lot of expertise on almost any subject and write code upon request, that doesn’t mean that entrepreneurs no longer need expertise. For both entrepreneurs and established firms, the challenge is no longer simply gaining access to scarce resources, but learning how to organize abundant ones.
AI enables solo founders to perform startup tasks in parallel at low cost, disrupting the lean startup model requiring capital and teams. This reshapes tech hiring and funding—startups may validate markets before scaling teams, reducing early capital and accelerating GTM.






