Business & Deployment
Sell Work, not Software
The business model flips: instead of selling tools that customers use to do the work themselves, you sell the finished result — the processed file, the qualified lead, the answered case. AI makes this possible because work itself becomes automatable. For vendors this means they suddenly carry responsibility for outcomes, not just for features.
An example
The classic model sells seats: 50 euros per user per month, regardless of what happens with them. The new one sells completed cases: 2 euros per processed complaint, regardless of how many people were involved. For the buyer, the risk shifts: they pay for results instead of tools. For the vendor too: it now bears the compute costs and the error rate.
A closer look
What is billed is not access but the outcome: a verified invoice, an answered ticket, a drafted contract. This shifts the risk to the vendor and makes its margin directly dependent on inference costs.
Why it matters
The shift matters economically because it moves the enterprise software market closer to the much larger market for services. For buyers it brings two new tasks. First, they must define what a completed case is — otherwise the vendor counts aborted ones. Second, the contract needs a quality threshold, otherwise the vendor optimizes for volume. Anyone who regulates neither has set the incentive wrong and will wonder about the rework.
Commonly misunderstood
Outcome-based billing presupposes that “done” is unambiguously defined. Where quality remains disputed, the model merely moves the dispute from the invoice to the acceptance.