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FinOps for AI & COGS Attribution1 / 3

2 min lesson

Unit economics of an AI editor

Rebuild the sequence in "Unit economics of an AI editor" from memory, ending with the check that proves the outcome.

Step 1 of 3

Inference is the dominant COGS line at Cursor. The whole job reduces to one sentence: own the unit economics of running an AI product at consumer scale - the millions of daily users this exercise assumes.

The domain round opens here because everything else hangs off it. Capacity plans, chargeback models and R&D-prioritization debates all assume you can build the cost stack from the bottom. A weak candidate quotes a monthly cloud bill. A strong one starts at the token and rolls up.

THE COST STACK, BOTTOM TO TOP

Interactive diagram. Tab through its regions; each focused region shows its detail in the panel below.

diagram: stack

Each layer rests on the one below and multiplies up to margin. Build it from the token, never from the bill - and know which layer a question is really asking about.