Software stocks shed close to two trillion dollars this year. The market had done the maths on seats. Every AI-native founder saw an opening. It is one. Just not the one they think.
M1 The fortress
Thirty years of software billed per human. Easy to forecast, approve and compare. Do not attack it. Map it, then leave it.
M2 The dependency
Revenue, forecast, share price, sales compensation. All of it sits on a count of licensed humans.
M3 The fragility
Every agent that works puts a seat in question. The incumbent cannot grow its AI without weakening its own billing unit.
M4 The motivation
The incumbent fights harder to keep the seat than to replace it, because the seat is what its revenue is built on. You have no seat to defend. That decides who blinks.
M5 The economics
Discount one enterprise seat and every renewal in the base asks for the same. You price one outcome for one buyer. Every defence costs them more than it costs you.
M6 The fork
Reprice on outcomes and put your revenue base at risk, or hold the seat and watch it erode. Bain checked over thirty incumbents last autumn. Two thirds bolted an AI meter onto the seat. The rest raised seat prices. Nobody chose. They hedged.
Six moves in, you have the opening. This is where most challengers stop.
M7 The customer
Will the buyer move? Not yet. Hours saved are not budget released. Bain sees customers paying for both the people and the agents while budget crawls from labour lines to software lines. And procurement likes the seat for the same reason the incumbent does: it fits in a budget line.
So the deal stalls. Not on price. On the buyer's need to explain the price upstairs.
Beating the incumbent is strategy. Getting the buyer to move is commercial architecture: who signs, what they must justify, what number fits where.
A pipeline full of enthusiastic pilots that never convert is not a sign you lost to the incumbent. It is a sign the last move was skipped. Fix the buyer's maths before you fix your pricing page.
The 7M Model: why AI challengers stall at M7 · PDF, 2 pages. The same case as a visual, made for reading on a phone.
Is it the price, or the budget line?
Your own closed-deal records usually say which. The deals that converted share something the stalled ones do not, and it is rarely the discount. The first read is free.
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