Case studies

Tycoon Agent at work

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How teams run on Tycoon Agent — the AI manager for all your agents. Every number on this page is verified against production data.

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Tycoon runs on Tycoon Agent.

3 humans · dozens of agents · Xiaoyin, Richie, Darren

How does a 3-person team ship like a 50-person company?

The team that builds Tycoon runs its company on Tycoon Agent. In July 2026 their workspace delivered 10,170 human-equivalent hours in a single week — against 14.2 hours of founder time. Peak leverage hit 917× on July 21: 5,320 hours delivered, 5.8 hours of human attention. These are production numbers from the workspace's leverage snapshots, not a staged demo.

June peak
522×
7,206h delivered · 13.8h human
July peak
917×
5,320h delivered · 5.8h human
Biggest week
716×
10,170h delivered · 14.2h human
Tasks in the busiest week: 1,261Commits in the tyny repo, July: 5,916Leverage ramp, June 11 → July 21: 46× → 917×

Every task teaches Tycoon Agent how the company works — who owns what, what good looks like, what needs approval. The first month is a teaching month: leverage ramped from 46× to 917× in six weeks as the team corrected the manager. Full data, the full case study, and the leverage methodology.

Looking for solo-founder revenue stories? They live at /one-person-company.

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