FinOps

Bring Chargeback Discipline to AI Spend

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

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app.cloptima.ai/llm/spend
LLM spend by provider and model over time
Model spend by provider and model, with trends over time.
app.cloptima.ai/llm/spend
LLM spend broken down by team, app, and environment
Drill into spend by team, app, and environment.

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 and telemetry 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

Questions teams ask

Put your first governed call through in five minutes

Point your SDK at the gateway, bind a policy, and watch the first call land on the ledger.

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