Now in Early Access — bring accountability to your AI spend.
Toktra

Infrastructure

Wire AI Accountability Into the Systems You Already Run

Toktra exposes your AI usage and governance data through a public API and prebuilt integrations — identity, security, ticketing, and messaging — so accountability lives inside your existing stack. Centralized LLM routing with inline policy is on the roadmap.

“They track traces. We track the impact.”

Capabilities

Everything API Gateway does for you

Public OAuth API

OAuth 2.0 client-credentials access to usage, budget, and audit data, with cursor pagination and a 1,000 requests/minute per-key limit — build your own dashboards and automations.

SSO and SCIM

SAML 2.0 single sign-on and SCIM 2.0 provisioning keep users, groups, and access in sync with your identity provider.

SIEM integrations

Stream governance events to Splunk, Datadog, and Elastic for security monitoring and retention.

ITSM and messaging

Prebuilt connectors for ServiceNow and Jira, plus a Slack app for alerts and approvals where your teams already work.

Infrastructure as code

A Terraform provider manages Toktra configuration alongside the rest of your infrastructure.

Budget enforcement today

Hard-cap enforcement runs as a sub-200ms preflight in the browser extension, blocking new requests over budget — no traffic proxy required.

On the roadmap: centralized LLM routing

A managed gateway that routes LLM calls through Toktra for inline policy and approved-provider control is planned. It is not available today.

Built for these scenarios

Provider WhitelistingContent FilteringCompliance ReportingCentralized Policy EnforcementIntegration Hub

Who this is for

IT Administrators, CISOs & Security Teams

See API Gateway in action

Get early access to Toktra and start governing AI usage across your organization.