Leverage is the simplest honest measure of an AI team: how many hours of work it delivered for every hour you put in. If you spent 10 hours steering your team this week and they finished work that would take a person 1,000 hours, your leverage is 100x. Tycoon puts this number at the top of your Work board, next to the size of the team you would need to match it.
But there is a quiet question hiding inside that number: when you add up "what the team delivered," what exactly are you counting? Get that wrong and you will undercount your AI team by a wide margin. Here is how to measure it honestly.
The trap: counting only the tasks
The obvious way to measure delivered work is to add up the tasks: a landing page is roughly six hours of a designer's time, a competitor analysis is roughly four hours of a researcher's, and so on. Sum them and you have your number.
The problem is that this is not what a real company costs. In a real company, the tasks are the small part. The expensive part is everything around them.
What a real company actually spends its time on
Hire 25 people to produce the same output and watch where the hours actually go.
First, the people doing the work do not spend their week doing the work. They spend a large slice of it coordinating — standups, syncs, planning meetings, status updates, message threads, getting on the same page, waiting on each other, redoing handoffs. Study after study of knowledge work finds that employees spend roughly half the week on this "work about work" rather than the work itself. (Asana's Anatomy of Work Index is the canonical reference: asana.com/resources/anatomy-of-work.)
Second, those people need managers. A 25-person team does not run itself; it needs leads and a layer of management to hold the plan together. That management layer is real salary producing zero direct output — it exists purely to coordinate.
An AI team skips almost all of it. Agents do not sit in alignment meetings. They do not wait on each other for a week. They do not need a director to keep them on track. The coordination tax and the management layer — the two most expensive parts of a human company — collapse toward zero.
So if you only count the tasks, you are crediting your AI team for the cheapest slice of the work and ignoring the part that actually makes companies slow and expensive.
How to count it honestly
The fix is to measure the fully-loaded cost: what a real company would burn to ship the same output, not just the raw task hours. Three layers:
- Execution. Add up the human-equivalent hours of the finished work — the tasks themselves.
- Coordination. Add the meetings, alignment, and handoffs a real team would spend producing that work. A real contributor is only heads-down part of the week; the rest is coordination. The bigger the implied team, the larger this tax.
- Management. Add the management layer that team would require — the leads and managers needed to run a group that size.
Add the three and you have the real number: the total human hours a company would need to ship what your AI team shipped. Divide by the hours you personally spent, and you have your true leverage.
None of these are arbitrary add-ons. They are derived from the size of the company the work implies. A bigger output implies a bigger team, which implies more coordination and more management — exactly the costs a real founder pays and an AI team avoids.
Why the honest number is bigger, and why that matters
Go back to the example. A thousand hours of finished work looks like 25 people. But a real 25-person company also pays for the meetings those people sit in and the managers who run them. Counted honestly, the company you are replacing is not 25 people — it is meaningfully larger, and your real leverage is higher than the naive 100x.
This is not a vanity adjustment. It changes how you think about your own time. The question stops being "how many tasks did I get done" and becomes "how big a company am I running on a few hours a week." That is the number that belongs at the top of your board, because it tells you whether you are actually operating with leverage or just staying busy.
The bottom line
Measuring AI leverage by task hours alone undercounts your team, because it ignores the coordination and management that make real companies expensive. Count the fully-loaded cost — execution plus the meetings and the management a real organization would carry — and you see the true size of the company you are running. Tycoon shows you that number, updated daily, at the top of your Work board.
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