Use cases
What teams run through INFRO.
One control plane in front of the AI providers you already pay. Pick your team, then the problem you have: each page shows how it is solved, an example, and the controls you get.
8 problems INFRO is used to solve.
- Reliability
Provider failover
When a provider goes down, your AI features keep answering.
Platform - Spend control
AI spend limits
A spend limit that refuses the request, not one that reports it.
PlatformFinance - FinOps for AI
FinOps for AI
Every AI request, attributed before the invoice arrives.
Finance - Coding agents
Coding agent governance
Claude Code and Codex for the whole team, inside limits you set.
PlatformSecurity - Agents
AI agents in production
Agents that you can trace, limit and stop.
PlatformSecurity - Governance
AI governance
One policy for which models, data and people reach your providers.
Security - AI in your product
AI costs per customer
Know what each of your customers costs you in AI.
ProductFinance - Model changes
Model change management
Models change under you. Find out before your users do.
Platform
The same in every use case
Every use case on this page runs on provider accounts you own. INFRO is the layer between your applications and them, and it never becomes the party you pay for inference.
- Your providers
- Requests run on the accounts you connect, and each provider bills you directly.
- Your contracts
- Negotiated rates and commitments stay yours; estimates use them.
- Your keys
- Provider keys stay sealed in INFRO; apps and agents get gateway keys.
- 0% markup
- INFRO bills a software subscription. Nothing it sells is priced per token.
Free, no sign-up
Two tools that are useful whether or not you ever connect a provider to INFRO.
Get started
Your providers bill you for AI. INFRO bills you for control.
Connect a provider, create a gateway key, change one base URL. Every use case above is on the same platform.