FinOps

Bring Chargeback Discipline to AI Spend

Cloptima gives FinOps teams the attribution and reconciliation workflows needed to make LLM spend owned and explainable.

Showback for model spend

Provider invoices show totals, but teams need spend mapped to owners, business units, applications, products, and customer workflows.

Allocation across gateway and telemetry

Normalize gateway, telemetry, and provider billing signals into team, app, environment, and business dimensions for showback and chargeback.

Move from visibility to chargeback

Publish showback by team and app, isolate unattributed usage, then introduce budget policies for high-spend models and environments.

FAQ

Turn AI Spend Into an Operating Model

Bring gateway controls, attribution, budget policy, and finance workflows into one AI FinOps control plane.

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5-minute setup
30-day trial