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Betting Big on AI: A Startup's Risky $30K Month

Turbo AI co-founder Sarthak Dhawan accidentally spent $30,000 on AI tokens in April due to leaving Claude Code's fast mode enabled, but the startup views the expense as a strategic investment in speed and innovation rather than a mistake. The 21-year-old founder and his team prioritize rapid development over cost control, betting that their $13 million revenue justifies the spending.

read2 min views1 publishedJul 10, 2026
Betting Big on AI: A Startup's Risky $30K Month
Image: Machinebrief (auto-discovered)

Sarthak Dhawan, co-founder of Turbo AI, accidentally spent $30,000 on AI tokens in April. But was it a mistake? Or a bet on the future of AI?

In the fast-paced world of tech startups, every decision counts. Just ask Sarthak Dhawan, the 21-year-old co-founder of Turbo AI, who found himself with a $30,000 AI token bill one month. A mistake, you might think. But Dhawan sees it differently.

When Speed Trumps Cost #

April was a whirlwind for Turbo AI, a month marked by heavy innovation and rapid development. Dhawan and his co-founder, Rudy, launched their AI learning tool in January 2024, and since then, the pace hasn't slowed. They left college behind to chase this dream, with speed being their true bottleneck, not the stack of AI tokens they burned through.

"We never set a strict budget," Dhawan admitted, highlighting their priority on maintaining momentum over penny-pinching. When AI tools drive productivity and innovation, who wouldn't keep the pedal to the metal?

AI: Friend or Foe? #

For Dhawan, the role of AI in coding has shifted from writing to managing. It’s a far cry from two decades ago when engineers knew every inch of their codebase. Now, AI generates code faster than humans can type. Yet, this brings its own challenges. Engineers, including Dhawan, feel their coding skills rusting. Can you imagine a world where developers don’t know their own code? Despite this, Turbo AI embraces the change. The speed AI offers is undeniable, and for a team of ten, it's a game of productivity over tradition.

Learning From Expensive Mistakes #

So, what led to the $30,000 bill? Dhawan left Claude Code's "fast mode" setting on, a feature that speeds up work but at a steep cost. Switching off fast mode brought expenses back down without sacrificing much speed or quality. A simple fix for what seemed like a significant oversight.

Yet, this experience hasn't made Dhawan overly cautious. Instead, Turbo AI finds balance, saving tokens where they can, but not at the expense of growth. After all, with $13 million in revenue, they’re betting that investment in speed and innovation will pay off in the long run.

The story the pitch deck won't tell you is of a startup willing to risk a lot for what they believe is the future. Is it reckless, or is it visionary? Maybe it's a bit of both.

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