00ONE COMPANY

ADAM starts with a single company and a single question: why does this company create value?

Everything that follows is an answer to that question, taken apart one step at a time.

01DECOMPOSE

The company is written as one equation.

COMPANY = Σ REVENUE − Σ COST

Each side is split again, level by level. Every split must be MECE: the parts never overlap, and together they add back to the whole.

• [+]adds a revenue stream
• [−]subtracts a cost
• [×]turns a total into a funnel, like users × conversion × price
• [=]restates a node without changing its value

02FINANCIAL CORE → VALUE CORE

Following revenue down ends at the Financial Core: the company’s revealed bias, the thing its numbers show it chose to optimize.

Duolingo, the first test case, chose retention over monetization.

Behind that bias sits the Value Core: the reason anyone pays at all. Cash is downstream of value created in the world.

03INFRASTRUCTURE CORE

The cost side is mapped onto the value chain, the operations that actually create value, instead of accounting categories.

At the end of the chain sits the Infrastructure Core: what the company has built that anyone else would have to rebuild.

Financing, tax and other non-operating lines are left out. ADAM models the operation, not the GAAP reconciliation.

04THE CORE

The Value Core and the Infrastructure Core compress into one statement: the Core.

It is the smallest description of the company that still explains it.

05AXIOMS

The Core is split again, this time by meaning instead of by number.

One rule applies: the axioms must be semantically MECE and sum back to the Core exactly. The decomposer adds no interpretation of its own.

06THE APPLE

The axioms collapse into the Apple: one story of what the company was, what it is, what it will be, and whether to invest.

ADAM tells it deliberately from its own perspective and bias. That makes the bias visible, so the conclusion can be judged as alpha or not.

Like the fruit it is named for, the Apple is fine to make and to eat, as long as nobody swallows it whole.

07EVE

ADAM does not grade its own work. EVE, the Evaluating and Explaining Machine, keeps a separate model of the world and refreshes it every day.

From that model EVE projects two cores. The Current Best Core (CBC) is what the best company in this position should be today. The Next Best Core (NBC) is what it should become.

ENTRY GATE: CORE = CBC

When the Core does not match the CBC, EVE screens other companies against the same CBC.

08CONVERGENCE

At entry, the NBC is fixed for a chosen horizon. The CBC keeps moving as EVE learns.

ADAM only updates on information it is given. EVE updates every day. Because of that asymmetry, the moment the CBC converges on the NBC carries real information.

SCALE SIGNAL: CBC → NBC

Convergence, not entry, is the signal to scale up the position.

09ADAM

All of it together is ADAM. A company goes in. A Core, an Apple and a decision come out.

Companies are the first system ADAM models because they give it a measurable place to start. They are the laboratory.

Move over the network to disturb it. Hold to compress it into one point.