# Arbi v2.11: SSO, SCIM, and audit exports

> The work that makes a tool adoptable by a company rather than a team. Directory sync, enforced sign-on, and a complete record of who decided what.

- Released: 2026-05-07
- Area: Platform
- Canonical: https://neuroscale.ai/releases/2.11

## Changes

- **New**: SAML single sign-on with enforced login, plus SCIM provisioning against Okta, Entra, and Google Workspace.
- **New**: Audit exports covering every verdict, criterion edit, and stage re-run, delivered as CSV or to an S3 bucket you own.
- **Improved**: Roles are now scoped per job rather than per workspace, so an agency partner can be given one req and nothing else.
- **Fixed**: Deactivating a user no longer detaches the verdicts they recorded from the audit trail.