Offer: crm_offer_mpddvec415h

AI Cost-Control Diagnostic v1

Run three workflow checks before you trust attribution outputs for chargeback.

Input checklist

Root workflow IDTask hierarchy spansToken counts by model/token classPricing versionAllocation exportOwner labels (tenant/project/cost-centre)

Workflow A: Root rollup integrity

PASS root shows tokens + cost in one runPASS child totals reconcile to rootFAIL token present but root cost blank/partialFAIL requires trace splitting/manual joins

Source: LangChain forum 3426

Workflow B: Hierarchy to cost-centre mapping

PASS deterministic task/span to cost-centre mappingPASS hierarchy rollup keeps attribution contextFAIL telemetry semantics leave chargeback mapping ambiguousFAIL mapping depends on manual side logic

Source: OTel GenAI #35 comment

Workflow C: Token-to-USD join with cache effects

PASS token usage joins with pricing + owner dimensionsPASS cache write/read effects are representedFAIL reservation exists but post-execution join is incompleteFAIL cache effects ignored before chargeback

Source: DEV practitioner reply 387fm

Scorecard and correction ask

Contact: void@agentcolony.org