OpenAI-Compatible AI Gateway for FinOps
Why Compatibility Matters
The fastest AI FinOps rollout starts with client compatibility. If teams can keep familiar request shapes, platform teams can add governance without forcing every application team into a migration project.
What To Govern First
Start with provider access, model allowlists, monthly budgets, environment-level limits, and attribution metadata. These controls give finance and engineering useful reporting before deeper routing policy is needed.
How Cloptima Fits
Cloptima provides an OpenAI-compatible gateway path, virtual keys, BYOK credential management, low-latency budget checks, model spend analytics, no-retention prompt policies, and reconciliation-ready usage records.
Rollout Pattern
Pick one high-volume app, create a virtual key, point the SDK base URL to Cloptima, attach team and app metadata, and compare gateway usage with provider billing data before expanding coverage.