FinOps AI Gateway

Monetize360 SaaS for governing, routing, and monitoring enterprise AI consumption.

FinOps AI Gateway is the Monetize360 module for enterprise AI governance. Configure providers, budgets, routing, and virtual keys through the Finops Config UI — then let applications call a single OpenAI-compatible API with full cost control and audit visibility.

FinOps dashboard overview

Deployment architecture

Client agents (LangChain, Spring AI, and other SDKs) send requests with budget keys (user_key, dept_key, agent_key, model_key). The FinOps AI Gateway enforces cache, budget, and routing decisions in under 10 ms p99, then forwards approved traffic to the route gateway and GPU clusters. Telemetry streams asynchronously through Kafka into the billing pipeline, which syncs balances back to the gateway budget store.

FinOps AI Gateway deployment architecture — client agents, gateway budget engine, route gateway, GPU clusters, and async billing pipeline

What you get

  • Unified API — One gateway URL for 20+ AI providers. Point existing SDKs at your tenant endpoint.
  • Organization governance — Hierarchical budgets, model allowlists, and rate limits by region, entity, and department.
  • Virtual keys — Issue keys per application or team with scoped access and spend caps.
  • Intelligent routing — CEL-based rules with fallbacks to optimize cost and reliability.
  • FinOps dashboard — AI spend, value delivered, routing savings, and token trends in one view.
  • Simulator — Test prompts and watch governance react in real time before going live.

Get started

  • Getting started — Recommended setup order and how to open Finops Config in Monetize360.
  • Connect your apps — Gateway URL, virtual key authentication, and a minimal API example.

Finops Config modules

ModulePurpose
DashboardExecutive KPIs and trend charts
OrganizationHierarchy, budgets, models, rate limits
Model ProviderProviders, keys, model pricing
User KeysVirtual keys for applications
Routing RulesModel and provider routing
Rate LimitToken and request throttling
SimulatorInteractive governance testing
Telemetry DataRow-level consumption and cost
Value Driver MetricsBusiness value attribution

How it works

You configure policy in Monetize360. Applications send requests to the managed gateway. Spend, routing, and blocks are enforced automatically — no infrastructure files or code deployments on your side.