Zendesk's move to per-resolution pricing makes the definition of resolved the thing you are buying
Zendesk chief executive Tom Eggemeier told The Next Web's podcast, recorded at HumanX in Amsterdam, that the company will end 2026 with about $400m of AI revenue, up from roughly nothing. Most comes from AI agents billed only when they resolve a case. Zendesk began charging for automated resolutions in August 2024 and has tested a seatless model with about 100 customers, billing every resolution, human or AI. The Muse anecdote behind the headline, $3,105 saved, is colour. The pricing is the news.
What is Zendesk actually changing about how it charges?
Zendesk already bills for automated resolutions, since August 2024, and is now trialling a model with no seats at all, where every resolution, human or AI, carries a charge.
Seat pricing ties a vendor's income to your headcount, so every agent your AI removes is revenue lost. Per-resolution billing solves that for Zendesk and moves the risk to you: the bill follows ticket volume, not staffing. Coverage gives no price per resolution, no cap and no comparison with a seat, so you cannot yet model it.
How far should we trust the $400m and the automation rates?
Treat them as Zendesk's own, self-reported numbers from a single interview. The $400m is AI revenue as the company defines it, and the automation rates come from its best customers, not the average.
The 50% figure covers tickets AI solves or assists, blending self-service, agents and copilots; agents alone handle less. Assisting is not resolving. The 80% to 90% automation rates belong to his best customers, with satisfaction he says beats human service, though the report does not say who measured it. The $5m a Brazilian utility raised through Zendesk's collections agent is the customer's revenue, with no baseline. Ask whether the $400m is recognised revenue or run rate, and how much is pay-per-resolution.
What does resolved mean in a per-resolution contract?
The definition decides your bill. When a vendor earns money only if a case counts as resolved, who judges that matters more than the headline per-resolution price.
The coverage offers no definition. Ask your vendor whether an abandoned chat counts, how long a reopened ticket stays unbilled, whether a handoff to a human is billable, and whether you can audit the logs. Average handle time, which we have covered, shows how chasing a number can drift from the outcome.
Why does a CEO's personal AI assistant matter to a support buyer?
Eggemeier expects personal AI agents dealing with company agents to become more than half of interactions, and says customers should always be able to reach a human.
Eggemeier said Muse cut about $2,000 a year from his family's internet and TV package and about $1,000 from its mobile plan, doing about 95% of the work. Those are annual figures from the executive himself, who allowed that Europeans may save less. Our inference, not his: an agent that cuts bills lands on someone's retention desk. If such agents start calling support lines, ask whether their conversations count as billable resolutions. Eggemeier found the prospect somewhat unsettling and said Zendesk tells customers to offer a route to a human.
Frequently asked questions
Is seat pricing going away?
Not yet. The seatless model is a trial with about 100 customers, to be offered shortly to those who want it.
Does Zendesk expect AI to replace support staff?
He called himself an optimist and said there is "absolutely a need for humans". A seller whose pricing no longer depends on headcount has little to lose by saying so.
Sources: The Next Web, report on the TNW Podcast interview with Tom Eggemeier.