A 31-year-old millionaire has a message for anyone waiting on a job offer in 2026: you’re looking in the wrong direction. Timothy Armoo, the entrepreneur who built and sold influencer agency Fanbytes for eight figures before turning 30, told Fortune this week that the current moment is “the greatest era of wealth creation ever” — and that AI has made building your own income stream easier than at any point in history.
“It is scarily easy,” Armoo said. “This is the greatest technology ever in history, and you’re not obsessing over it.” He’s not just talking. Armoo has committed £5 million (roughly $6.7 million) of his own money to fund AI-powered startups launched by minority entrepreneurs through his new Legon Fund, removing the last excuse for anyone with a working idea and no capital.
The story lands as new labor market research adds a sharp counterpoint. MIT Sloan professor emeritus Paul Osterman, drawing on an original survey of more than 6,000 U.S. adults for his new book Disposable Workers, found that 35% of the American workforce — more than 55 million people — now falls into some form of contingent or marginal work: freelancers, contractors, gig workers, and employees hired with a tacit understanding they won’t last. The two findings together tell the same story: the traditional job is no longer a safe default, and the window for building something of your own has never been wider.
What This Actually Means
The Fortune/Armoo story cuts against a tired narrative. The popular take on Gen Z side hustles frames them as a lifestyle preference — hustle culture, passive income fantasies, influencer delusion. Armoo, who grew up on a council estate in London after living in Ghana with his grandmother as a baby, built his first business at 14 and had his first acquisition by 17. His story isn’t a TikTok highlight reel.
What he’s describing is structural. Entry-level hiring has slowed sharply as companies use AI to cover the same output with fewer full-time employees. And Osterman’s 35% figure makes Armoo’s pitch more urgent, not less: if more than half the workforce is either in precarious employment or watching their industry automate around them, the real risk isn’t starting a business — it’s not starting one.
Armoo’s specific advice for 2026 is worth taking literally: “Build relatively small projects with AI.” Not a unicorn startup. Not a $10,000 course. A small, working project, built lean with the AI tools already in your browser, distributed free through social media. The infrastructure is already there. The cost of starting has collapsed.
The Numbers Behind It
A few data points frame exactly how significant the shift is:
- 35% of the U.S. workforce — more than 55 million people — are now classified as contingent or marginal workers, per Osterman’s survey of 6,000+ adults published with Disposable Workers (Harvard University Press, 2026).
- Bankrate found that 39% of Americans had a side hustle as of 2025, up from 27% just three years prior — a jump that tracks precisely with the period of mass tech layoffs and AI-driven restructuring.
- McKinsey estimates 35% of small businesses have meaningfully adopted AI, while generative AI tools alone could add $2.6 to $4.4 trillion in annual value across the global economy — the bulk of which is accessible to individual operators, not just enterprises.
- Mentions of burnout in Glassdoor reviews were up 43% year-over-year in May 2026, per Glassdoor chief economist Daniel Zhao — a signal that the pressure to find alternatives to traditional employment is intensifying, not easing.
Armoo’s Legon Fund addresses something the data quietly confirms: the biggest remaining barrier to launching an AI-powered income stream isn’t knowledge or tools — it’s capital for early distribution. His £5 million commitment is a direct answer to that gap.
The Hustler’s Library Take
The argument that “now is the easiest time to start” is usually motivational filler. Here it’s actually true, and Armoo is one of the few people with the receipts to say it. The tools are free or near-free. Distribution is free. The market signal — 55 million contingent workers, 39% of Americans already running a side hustle — is pointing squarely at self-directed income as the rational hedge, not the radical bet.
The Osterman research is the crucial grounding. Gen Z isn’t opting out of careers because they prefer freedom — they’re opting out because the jobs they wanted aren’t being offered. That’s a labor market problem, not a generational attitude problem. And the practical response is the same either way: build something that doesn’t depend on someone else’s hiring decision.
If you’re waiting for the economy to make the traditional path feel safe again, that might be a long wait. If you’re building now, you’re ahead of 61% of Americans who haven’t started yet.
What You Should Do
Armoo’s framework is specific enough to act on today:
- Pick a small AI project, not a business plan. A working tool, a niche newsletter, a productized service — something you can ship in a week using ChatGPT, Claude, or a no-code AI builder. The point is to test distribution before you invest serious time.
- Use social media as free advertising. As Armoo put it: “You just need to spend time on the platform and just keep posting.” Organic reach on short-form video is still the most efficient zero-cost distribution available.
- Think about revenue per hour, not salary. A lean service business built around your existing skills can generate $50-$150/hour, often more than an equivalent salaried role when you account for taxes and overhead.
- Apply to the Legon Fund if you qualify. Armoo’s fund specifically targets minority entrepreneurs building AI projects. The application is open. The capital is real. If you’ve got something working, that’s your signal to go.
- Get ahead of the 35%. Osterman’s research isn’t a warning about the future — it’s a description of right now. Building your own income stream is how you exit the contingent workforce, not a backup plan.
The Bureau of Labor Statistics consistently shows that self-employment in technical and professional services has grown faster than any other category of employment over the last two years. The market is already voting.
The tools are free. The money is available. The data is in. The only thing left is the decision.
Source: Fortune | Want to keep up with stories like this? Join Hustler’s Library free and get the business intel that actually moves the needle.
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