Matthew Gallagher, 41, founded Medvi, a telehealth provider specializing in GLP-1 weight-loss drugs, and scaled it to an $1.8 billion run rate in under two years – using artificial intelligence for almost every key business function. He invested $20,000 and two months of work, leveraging AI tools for coding, content creation, advertising, and even performance analysis.
Rapid Growth Fueled by Automation
Medvi’s growth was exponential. It acquired 300 customers in the first month, then 1,000 more in the second. By 2025, its first full year of operation, the company had already generated $401 million in sales. Today, with only Gallagher and his brother Elliot as employees, Medvi is on track for $1.8 billion in revenue.
The New Efficiency Paradigm
Gallagher’s story exemplifies a growing trend: AI is enabling unprecedented efficiency in startups. OpenAI CEO Sam Altman predicted this shift in 2024, stating that billion-dollar one-person companies were once impossible but are now becoming realistic thanks to AI. Entrepreneurs are now using AI to scale businesses faster and with fewer human resources.
Corporate Restructuring and AI Adoption
The impact isn’t limited to startups. Major corporations, including Pinterest and Block, have recently reduced workforces, citing AI-driven efficiencies as a key factor. This suggests a broader restructuring of labor markets as AI capabilities expand.
The key takeaway: AI is not just changing how startups operate; it’s reshaping the entire business landscape, enabling extreme scalability with minimal human input. This trend raises questions about the future of work and the role of traditional employment structures in an increasingly automated economy.
