The spend nobody signed off on
Shadow AI is not just a security concern. It creates unowned spend, inconsistent provider contracts, weak tagging, and limited ability to forecast model costs.
Shadow AI
Find AI Spend That Bypasses Governance
Cloptima helps teams identify unowned usage and build a migration path from scattered provider calls to governed AI FinOps.
Cross-reference usage, telemetry, and billing
Cloptima combines gateway usage, telemetry, billing imports, and ownership data to surface spend that lacks team, app, environment, or approved gateway attribution.
Start with the inventory, not the policy
Review untagged usage and the known apps sending telemetry, identify teams that need virtual keys, and prioritize high-spend workloads for onboarding.
Built for mixed adoption
The product is built to work with mixed adoption: governed gateway traffic, direct provider telemetry, and cloud cost context can coexist while teams close attribution gaps over time.
Comparisons
How the Cloptima gateway compares
Cloptima vs LiteLLM
OpenAI-compatible gateway routing vs. full FinOps control plane, attribution, and hot-path team budget limits.
Cloptima vs Portkey
Routing and guardrails vs. pre-flight budget enforcement, finance ledger, and p95 up to 13ms end-to-end latency.
Cloptima vs Cloudflare AI Gateway
Edge proxying vs. enterprise attribution, team quota enforcement, and cost reporting.
Cloptima vs Helicone
LLM observability logs vs. active request-path budget controls, response caching, and unit economics.
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.
No credit card required
5-minute setup
Free trial