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docs: [verified] move metric contracts under Measurement
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---
id: cost-per-accepted-outcome
slug: /measurement/cost-per-accepted-outcome
title: Cost per accepted outcome
description: Definition, collection evidence and limitations for cost per accepted outcome.
---
<div className="strategy-content">
**Target operating model — recommended contracts, not installed collection.** All owner and cadence entries below are proposals to confirm before the pilot, not assigned responsibilities or approved schedules.
**Prototype calculation — no live telemetry.** The synthetic example calculates this metric; it has no network collectors.
{/* contract:start */}
Allocated total workflow cost including unsuccessful attempts, licenses, compute, tooling and human review/rework divided by accepted outcomes.
| Contract | Definition |
| --- | --- |
| Numerator | Sum allocated costs in one approved reporting currency for all tasks/attempts in matured start cohort |
| Denominator | Distinct independently accepted tasks in same cohort |
| Expression | N / D |
| Aggregation | ratio |
| Unit | currency/accepted outcome |
| Eligible population | Matured eligible started-task cohort, with all attempt costs through as_of and allocated shared period costs. |
| Exclusions | Unrelated projects and documented taxes/transfers outside chosen accounting basis; never failed/abandoned attempts. |
| Events and source | cost.recorded; task.accepted; finance invoices, usage ledger, sampled effort with approved rates |
| Owner / cadence | Finance & Accounting Squad / Monthly with late invoice restatement |
| Missing evidence | Missing cost buckets produce partial estimate plus coverage, not a total. Mixed currency requires dated approved conversion; zero accepted outcomes = null with full cost shown. |
| Gaming and limits | Count tokens only or hide labor/failures; reconcile invoice and allocation totals without double counting. Descriptive signal, not causal AI productivity attribution. Source completeness, task mix and sampling limit inference; report uncertainty. Allocation and sampled labor carry uncertainty; no ROI without independently measured business benefit. |
{/* contract:end */}
Read the shared [collection and safeguards](./collection-and-safeguards.mdx) before collecting data; see the [synthetic example and limits](./synthetic-example.mdx).
Return to [Skills Measurement](./index.mdx).
</div>