Teoria FinOps AI

AI FinOps applica controllo finanziario a workload probabilistici. In un’app Laravel il punto corretto e la lifecycle API di laravel/ai, perche concentra provider, modello, request, response e usage.

Equazione operativa

spendscope,period=∑callscost_total spend_{scope,period} = \sum_{calls} cost\_total

La governance confronta spend con budget e policy:

decision=f(scope,period,spend,estimate,policy,kill_switch) decision = f(scope, period, spend, estimate, policy, kill\_switch)

Design

flowchart LR E[AiCallEnvelope] --> P[Policy decision] E --> R[Cost resolution] R --> L[Ledger] L --> S[Spend aggregate] S --> P
ADR: ledger first

The package stores an append-only usage ledger before deriving dashboards. This preserves auditability and makes forecasts, chargeback, anomalies, and what-if projections reproducible.

Limite teorico

Pre-flight control cannot know final output tokens unless the call is constrained or estimated. Use estimates for prospective enforcement and keep the final ledger as source of truth.

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