Use one policy layer for every request
Create gateway access grants for applications and users with scoped model and embedding permissions. Katara stays the source of truth for organizations, roles, grants, revocation, and policy.
AI Gateway
Keep model traffic inside policy.
Route OpenAI-compatible model calls through Katara so every request carries the right organization boundary, access policy, budget, and audit trail before it ever reaches a provider. Your teams keep the tools and workflows they already know.
Live gateway traceorg_7F2 · grant_prod · responses.create
Authorized, routed, streamed, metered, and recorded without exposing provider credentials.
Keep calls SDK-compatible
Use familiar endpoints for chat completions, responses, and embeddings while Katara enforces authorization, injects attribution metadata, and preserves streaming behavior. People keep working in the tools they already know.
Trace every model and tool call
Answer who called what, from which organization, with which user or application grant, how long it took, whether it succeeded, and what usage or cost was attributed.
How calls flow
Katara turns every AI request into a governed transaction.
Applications call Katara first. The gateway authenticates the caller, resolves the organization workspace, checks policy and budget, forwards only the approved traffic, then emits platform-owned traces without logging prompts by default.
ClientApp, user, or MCP clientOpenAI-compatible SDK or MCP JSON-RPC
Katara AI GatewayAuth · policy · budget · routingOrg boundary, grant scope, trace metadata
Approved upstreamsModels and downstream servicesProvider-neutral access, secret-safe forwarding
Full traces
- Organization, user, or application grant
- Endpoint family, model, server, or tool
- Request ID, trace ID, outcome, latency
- Token usage, spend, budget status
Built for regulated teams
Commercial AI traffic without unmanaged provider sprawl.
- One-time gateway access grants for production workloads
- Model allowlists aligned to Katara permissions
- Budget, rate-limit, and spend attribution per org, user, and app
- Revocation blocks immediately at Katara, even while upstream cleanup retries