Per-Resolution Pricing Verifier and Dispute Generator Covering Intercom Fin and HubSpot Breeze, Because Each Vendor Defines 'Resolved' Differently
Intercom charges $0.99 per Fin resolution but a known community-confirmed bug counts AI handoffs to humans as resolved anyway. HubSpot moved Breeze Customer Agent to $0.50 per resolved conversation and Prospecting Agent to $1 per lead on April 14, with no public spec for what counts as 'resolved' vs. 'closed' vs. 'escalated.' Customers running both vendors need a third-party shadow logger that records every conversation, classifies it independently, flags miscounted resolutions, and emits a credit-back-request packet the support team can submit without opening a ticket war.
The hidden moat is the conversation-classification taxonomy itself. Whoever publishes a clean spec for 'resolution vs. handoff vs. escalation vs. abandon' becomes the de-facto standard, the same way OpenTelemetry became the trace spec. Skip seat pricing, charge per disputed dollar recovered.
landscape (3 existing solutions)
Two of the biggest customer-facing AI agent vendors just shipped per-resolution pricing within a four-week window. Neither has a customer-friendly definition or dispute flow. Mid-market support teams running Fin + Breeze together are the natural buyer for a vendor-agnostic auditor.