Security-first architecture.
Deploy state-of-the-art AI without compromising institutional control. Every action and boundary is enforced in code, logged, and documented clearly.
Explicit trust boundaries: Browser sessions, agent actions, workflow runs, and infrastructure callbacks use separate authorization paths.
Tenant-scoped governance: Organizations, memberships, RBAC, groups, SCIM provisioning, and admin policies are modeled as first-class security state.
Scoped agent delegation: Agents operate through short-lived, action-scoped authority that is revalidated against current user, organization, and connector permissions.
Brokered data access: Connected databases and enterprise data sources are accessed through controlled product APIs, with read-only query controls and ownership checks.
Isolated execution: File, shell, and workflow execution are separated from the product system of record and routed through bounded runtime environments.
Auditable decisions: High-value actions, admin changes, authorization outcomes, and provisioning events are recorded for review and traceability.
Versioned workflows: Workflow deployments are immutable snapshots, with run history, status, outputs, and artifacts preserved separately from drafts.
Encrypted sensitive data: OAuth tokens, database credentials, and protected connection fields are encrypted at rest behind a crypto boundary.