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I Founded a 20-Person AI Company With Big Competitors — Here’s How to Out-Ship a Team 3 Times Your Size

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I Founded a 20-Person AI Company With Big Competitors — Here’s How to Out-Ship a Team 3 Times Your Size

These operating shifts from an AI-first playbook can turn a small team into the one that ships first — before your biggest competitors.

You know the competitor with three times your people and three times your budget. Sooner or later, that gap makes you wonder, “Do I have to hire the way they hire to keep up?”

Y Combinator CEO Garry Tan told CNBC that companies are reaching as much as $10 million in revenue with teams of fewer than ten people. “You don’t need a team of 50 or 100 engineers,” he said. Base44, a bootstrapped app builder with eight employees, sold to Wix for $80 million six months after launch.

As the founder of a 20-person AI company with much bigger competitors, I believe AI can help small teams punch above their weight. But this doesn’t mean using AI for its own sake.

Instead, the best AI-native playbook involves validating AI performance data, holding AI accountable and using AI in ways that don’t bury humans in time-consuming new review tasks.

The strategies below require discipline rather than large teams or big budgets, and you can start them today.

Every AI tool gives you a dashboard of hours saved and output produced. I ignore those numbers because they measure volume. A rising volume line can mean progress or a growing pile of busywork.

When the code analytics firm GitClear studied 211 million changed lines of code, it found copy-pasted code exceeding refactored code for the first time in 2024 and tied the shift to AI coding assistants.


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