Alex Willen uses Anthropic’s Claude for bookkeeping, customer service, advertising and inventory across his businesses. OpenAI image tools handle work previously given to photographers and designers, reducing his need for outside help.
Research by Liya Palagashvili at George Mason University’s Mercatus Center suggests this approach may be spreading. From the first quarter of 2024 to the first quarter of 2026, applications to start businesses showing no early hiring plans increased 26.8% in industries with high AI exposure.
The research does not establish that AI caused the increase or that those businesses ultimately stayed without employees. Separately, payroll software company Gusto compared existing businesses using AI with similar firms that were aware of AI but had not adopted it. After a year, headcount was about 7% higher among the AI adopters.
For founders, Willen’s experience illustrates how AI can reduce the staffing needed to operate several businesses, without removing dependence on distribution platforms. Roughly 80% of his overall revenue still comes through Amazon, while he uses Meta and Shopify to expand direct sales.