Engineering Leaders

Ship AI Features Without Losing Cost Control

Cloptima helps engineering leaders govern provider access, explain AI spend, and connect model usage to product and cloud economics.

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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.

Cost control for fast-moving AI teams

AI features move quickly, but provider usage can spread across teams before budgets, ownership, and reliability controls catch up.

Governance without slowing delivery

Use governed virtual keys, model policies, app-level attribution, team budgets, and unit economics to keep AI adoption accountable.

Start with your highest-spend apps

Start with the most expensive AI apps, require team and app metadata, set development limits, and review model spend in the same operating rhythm as cloud cost.

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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