Point your apps, agents, and AI tools at the IRIS8 AI Gateway — one OpenAI-compatible endpoint — and your entire AI estate becomes visible: every model, every tool, every prompt, every team, every dollar.
median time from signup to first visibility
coverage of traffic through the gateway
providers, frameworks, and MCP integrations
agents to install, surveys to chase
Teams adopt models, agents, and AI tools faster than any registry can track — 60% of enterprise AI is undocumented.
AI costs scatter across provider invoices, team cards, and SaaS bundles. Nobody owns the number.
Annual questionnaires produce stale spreadsheets. Your estate changes daily; your inventory doesn’t.
Swap a base URL and keep your code. The gateway speaks the APIs your teams already use — and everything that flows through it becomes governable.
Every model, agent, tool, and MCP connection registers itself from real traffic — with lifecycle states, ownership, and autonomy tiers attached automatically.
Live usage, latency, and spend by team, project, model, and provider — with the drill-downs to answer "who, what, and how much" in one click.
Swap your base URL, keep your code. The gateway speaks the APIs your teams already use, with SDK hooks for LangGraph, CrewAI, AutoGen, and MCP — or runs as a plugin behind LiteLLM, Portkey, Kong, and Azure APIM.
Models, agents, tools, and MCP connections inventoried automatically from real traffic — not from a survey nobody answers. Lifecycle states from first-seen to retired.
The tools and models in use that nobody registered — surfaced by team, by app, and by data sensitivity, the moment they touch the gateway.
Requests, tokens, latency, and cost by team, project, model, and provider — live dashboards, scheduled reports, export anywhere.
Which agents call which tools, touch which data, run on which models — blast radius answered before anyone asks.
Every discovered system carries a certification state and an autonomy tier — so when you're ready for enforcement with Gate, the foundation is already in place.
No. IRIS8 runs as a drop-in endpoint or as a plugin behind LiteLLM, Portkey, Kong, or Azure APIM — whichever path is least disruptive.
Observation is passive on the request path — sub-100ms passthrough at p95. Your users won’t notice; your dashboards will.
Gateway traffic is the wedge. Repo and cloud scanning on the Control tier extends discovery to systems that never touch the gateway.