The $1.8B company built by one guy and his brother

The one-person billion-dollar company just stopped being a prediction — it showed up, and it's selling weight-loss drugs from a living room in LA.

The Solo Founder Who Beat a 2,000-Person Company

A guy named Matthew Gallagher launched a telehealth startup called Medvi out of his Los Angeles home in September 2024. He had $20,000, no employees, and about a dozen AI tools. Eighteen months later, Medvi is on pace to do $1.8 billion in sales this year. His only full-time hire is his brother.

Honestly, this didn't surprise me. It felt inevitable. We've been watching AI compress timelines for two years now. What surprised me was how unsexy the business is. It's not an AI company. It's a telehealth startup selling weight-loss drugs. Gallagher just happened to use AI to do everything a company of 500 people would normally do. That's the part that should make every business owner stop and think.

For context: Hims and Hers, one of Medvi's competitors, did $2.4 billion in revenue last year with over 2,400 employees and a 5.5% profit margin. Gallagher is running nearly three times that margin with a team of two. AI handled the coding, the marketing, the ads, and customer service. Everything else was outsourced to partners who handle doctors, pharmacies, and compliance.

This isn't just a cool startup story. It's the first real proof of something that Sam Altman has been predicting since 2024 — that AI would eventually make the one-person billion-dollar company possible. He literally had a bet going with other tech CEOs about when it would happen. Gallagher just won it for them.

The so what: You don't have to build a billion-dollar company for this to matter to you. The same tools Gallagher used are available to anyone. If a solo founder can replace an entire corporate workforce with AI, the question isn't whether this changes business. It's whether you're positioning yourself to use it before your competition does. [Source: Inc. / NYT via PYMNTS]

Small updates worth knowing.

OpenAI Wants to Tax Robots and Give You a Four-Day Workweek

OpenAI published a set of policy proposals this week outlining how it thinks the AI economy should work. The ideas include taxing AI profits, creating a public wealth fund so everyday Americans get a stake in AI companies, and subsidizing a four-day workweek. It reads like a wish list more than a policy plan, but it signals that even the company building this technology knows it's going to displace workers — and that somebody needs a plan. [Source: TechCrunch]

Big Tech Is Spending $650 Billion on AI This Year

Microsoft, Amazon, Google, and Meta are collectively on track to spend $650 billion on AI infrastructure in 2026. That's a 67% jump from last year. The hedge fund Bridgewater is calling it "a more dangerous phase" because so much of the spending now depends on outside capital. Translation: the AI buildout is moving faster than the returns, and the pressure to deliver is building. [Source: Yahoo Finance]

One tool worth knowing this week.

Accio (by Alibaba)

If you sell physical products — or have ever thought about it — Accio is worth knowing. It's an AI sourcing tool built by Alibaba that helps small business owners find manufacturers and suppliers by just describing what they need. Think of it like ChatGPT, but instead of text it returns supplier options, pricing charts, and product comparisons. It crossed 10 million monthly active users in March 2026, which means one in five Alibaba users is already using it. It won't negotiate the deal for you, but it cuts the research phase from weeks to minutes. Free to use. [Source: MIT Technology Review]

AI isn't coming for your job next year. It's coming for your excuses. The tools are here, they're affordable, and someone in your industry is already using them to outrun you. The Medvi story isn't about one lucky founder. It's a signal. What's one part of your business you could hand to AI this week?

I think about this a lot with my own work. Every time I catch myself doing something repetitive, I ask whether a tool could handle it. Most of the time, the answer is yes. The gap between people using AI and people not using it is widening fast. This week, pick one task you do manually and find an AI tool that does it for you. Start there.

🛒 From the Shop

If this issue got you thinking about leveling up your business, I've got two resources in the Renewed Media shop that can help you get started.

The Local Business Visibility Checklist — 50 things to do to get your business found online. $6. Grab it here.

The AI Prompt Pack for Small Businesses — 25 ready-to-use AI prompts across 5 business categories. $7. Grab it here.

The Changelog is published by Renewed Media LLC | renewed.media