AI and infrastructure
Outcome Pricing Needs Verifiable Completion Evidence
By the Orvlin team · · 2 min read
Ai outcome billing evidence: what to decide
An agent marks a support ticket resolved, but the customer reopens it minutes later. Is the outcome still billable? A clear policy for confirmation, reopening and partial success prevents that question from becoming a recurring dispute.
Agree the measurement window and source of confirmation. Preserve outcome identity so repeated notifications do not create extra charges. Keep unsuccessful attempts in cost analysis even when they are not billable.
An illustrative case
A hypothetical offer bills one confirmed resolution after a defined review window. Repeated model attempts attach to that same resolution identity. A reopening within the window follows the agreed reversal policy rather than generating an arbitrary exception.
The important caveat
Optimizing for counted outcomes can encourage premature success flags. Review quality and disputed outcomes alongside revenue so the metric does not reward behavior the customer considers failure.
Review these decisions
- Define the outcome and confirmation source.
- Specify reopening and partial-success handling.
- Keep stable outcome identities.
- Track disputed outcomes and quality signals.
Frequently asked questions
- Who should define a successful outcome?
- The seller and buyer should agree on an observable definition. Avoid relying solely on a hidden internal heuristic for a chargeable result.