$1.8 billion for two: how 'vibecoding' and AI created a unicorn company from a bedroom

Sam Altman's prediction of a 'one-man billion-dollar company' has officially ceased to be a theory. The April 2026 report by The New York Times confirmed the success of Matthew Gallagher and his startup Medvi, which has transformed the way we think about scaling IT businesses.

Launched in 2024 directly from a bedroom, the Medvi service is now valued at $1.8 billion. The platform, which connects patients with doctors to obtain prescription drugs, reported revenues of $401 million last year. The company has only two people on its staff — Matthew and his brother.

This is not just a success story, but a collapse of the traditional hiring model. For comparison: Medvi's main competitor, Hims & Hers, employs 2,400 people with a net margin of around 5.5%. Meanwhile, Medvi, operating with an AI-First model, maintains a margin of 16.2%.

The technology stack of the project heralds the dawn of the 'vibecoding' era. Matthew Gallagher did not write code in the classical sense — 100% of the architecture, frontend, and backend was developed through iterations with ChatGPT, Claude, and Grok. Marketing campaigns and visual content are entirely generated by the Midjourney and Runway combo, while support for 250,000 users is provided by autonomous AI agents.

The Medvi case clearly demonstrates that in 2026, the value of an IT company is determined not by the number of developers, but by the quality of neural network integration into business processes. Instead of building complex infrastructure from scratch, the founder acted as a 'conductor' of ready-made APIs and neural models.

For us at MAK IT, this trend is a key focus. We see the future belonging to compact, highly efficient teams that leverage AI for exponential growth. We implement the same principles of automation in our projects, allowing clients to scale without inflating operational costs. The era when creating a giant required offices and hundreds of people is officially over.