Total cost of ownership for support AI

• Platform and per-resolution fees. The base plan plus any per-resolution meter (Fin near $0.99, Zendesk near $1.50).
• Seats for the gap. Every ticket the AI does not resolve needs a paid human. At a real 45 to 53 percent resolution rate, that gap is large.
• Admin staffing. Tools like Zendesk are described as needing a dedicated support-ops person, a salaried cost that never appears on the plan page.
• Setup and ramp. Painful onboarding and a 1,000-ticket AI cold start are staff time before any value.
• Trust failures. A confidently wrong answer can drive cancellations, as with Cursor's invented policy, or legal liability, as with Air Canada. That is a real, if variable, cost.

The two layers teams most often forget are the seat cost for unresolved tickets and the admin staffing. A low resolution rate quietly means you are paying for the AI and a full human team at once. And a tool that needs a dedicated operator adds a salary that dwarfs the license. Both are real TCO, and both favor an AI-first, zero-admin platform that resolves most tickets and needs no dedicated operator.

One caution on any cost-per-resolution math: a "resolution" is only worth paying for if it actually solved the customer. Resolve reports verified resolution (confirmed by survey, confirmation, or no 72-hour recontact) separately from deflection, and treats reopen rate as the lie detector. A per-resolution bill that counts deflections, where the customer simply gave up, charges you for tickets that were never really solved. Grounding the price in verified resolution is the only honest way to compare cost.

How Resolve prices instead

Resolve decouples price from resolutions entirely. You pay a flat monthly rate for a band of inbound contact volume, with unlimited seats and unlimited AI resolutions inside that band. The published tiers are Launch at $250 a month for roughly 750 inbound contacts, Growth at $900 for roughly 3,000, and Scale at $2,500 for roughly 10,000, with a custom flat Enterprise tier above that. If you go over a band, you bump to the next band, never a per-unit surprise.

The promise is one sentence: your bill never goes up because the AI did its job. It only changes when your business grows. That is the opposite of a per-resolution meter, where the better the automation performs, the more you owe.

Resolve compresses every layer. Flat pricing removes the per-resolution meter and per-seat growth tax. A design intent of 80 to 90 percent auto-resolution shrinks the seat cost for the gap. Zero-admin operation removes the dedicated-operator salary. Day-one resolution from existing docs removes the cold-start ramp. And the ground-or-refuse trust stack, with a supervisor check and business logic computed in code, is built to prevent the confidently-wrong failures that carry the largest tail-risk cost.