// the capacity story

Your company is 184,000 hours.

A 100-person company is roughly 184,000 working hours a year; the share that can change the company is about 30 person-years, and the worth of every one of those hours depends on the human it comes from. Not the org chart. Not the budget. The hours.

// your inputs, our shape
HOURS A YEAR
184,000
01 · The block

This is your company. Not the org chart. The hours.

100 people, one year, ≈184,000 hours. Every promise you keep and every move you make comes out of this block, and nothing else.

02 · The cut, and AI's first job

Most of the block keeps promises. A sliver changes the company.

Business as usual deserves respect: it keeps the promises you have already made. But it leaves 55,200 strategic hours a year, about 30 person-years, to change anything.

BAU
strategic
THE AI THREAD · EFFECT 1 · AI MOVES THE LINE

The machine work inside BAU, compiling, reporting, retrieval, drafting, chasing, goes to the machine. Every point of BAU converted mints ≈1,840 hours, about one person-year, without hiring.

03 · The forms, and AI's second job

Focus is arithmetic.

The strategic sliver takes shape as quarterly goals, initiatives, process commitments and experiments. Cut it per quarter: ≈13,800 strategic hours. Three goals get 4,600 hours each. Ten get 1,380.

And the setting itself comes out of this budget. Every week a leadership team spends wrestling drafts is strategic hours spent on aiming rather than moving. Better OKRs in days, not weeks, hands those hours back.

3 GOALS · EACH GETS REAL HOURS
10 GOALS · EACH GETS A SLIVER

Goals close when the outcome is reached, or when stopping is the right call and the reasons are written down. A quarter might hold one goal, or three.

THE AI THREAD · EFFECT 2 · AI SHORTENS THE LEARNING LOOPS

Capture as a byproduct of the work, memory that compounds, priors at the decision, experiments closing in days instead of quarters.

04 · The humans, and AI's third job

The hours are fixed. The worth of each hour is not.

Each hour belongs to a person, with goals, aspirations, motivations, ways of working, biases, neurodiversity. Aligned and fitted, the hour multiplies. Misaligned, or spent in threat, it leaks or goes negative.

FITTED
1hr → >1hr
IN THREAT
1hr → <1hr
THE AI THREAD · EFFECT 3 · AI GUARDS THE HOUR

Carried recall, lower cognitive load, less verification tax, so the hour is spent on the work, not on re-finding what the company already knew.

// pointed wrong, AI does the opposite

At every step: it thickens BAU with output that must be checked, floods the strategic sliver with plausible work, and taxes every human hour with vigilance. The test for any AI in your company is one question: did it move time from the mechanical to the human?

The Business OS decides where the hours go. The Human OS decides what each hour is worth. The AI thread moves the line, shortens the learning loops, and guards the hour.

That is what we build: better goals set in less time, outcomes achieved and work closed out faster, and learning that compounds into the next goal.

See where your hours are going. Start with a Look. The Human OS →

Illustrative arithmetic: 100 people × 46 weeks × 40 hours. Your numbers will differ; the shape will not.