Identity
SAML 2.0 · OIDC · SCIM provisioning · Directory sync with Okta, Entra, Google, Duo.
Data residency
Pin compute to EU, UK, US, or on-prem. Encrypted-at-rest by default; BYOK on request.
Audit & compliance
Full audit log · SOC 2 Type II · ISO 27001 · GDPR · UK DPA · export via SIEM.
Collaboration
Shared workspaces, dataset versioning, per-project roles, draft review — all on the web tier.
Reproducibility
Workspace-level reproducibility bundles. Mint a DOI; referees can re-run without the data.
Support
Named CSM · 1-business-day SLA · quarterly methodology review with our research team.