DataRobot Dev does not currently offer SCIM-based user provisioning. Stepwork automates DataRobot Dev provisioning with 98% accuracy — no API required.
No SCIM Support Complexity Vector: Dev environments involve experiments and partial ownership. Automated cleanup risks deleting or orphaning models unless visually validated.
You’re right to be frustrated—without SCIM, DataRobot Dev can’t automatically provision or remove users as projects and roles change. That gap turns access control into a manual process that doesn’t scale with ML experimentation, which is why teams use Stepwork to automate DataRobot Dev flows with 98% accuracy without needing an API.
DataRobot Dev supports SAML sign-on. Stepwork authenticates through your existing identity provider — the same way your employees do.
No. DataRobot Dev does not currently offer SCIM-based user provisioning, leaving IT teams to manage user lifecycle changes manually.
Stepwork automates DataRobot Dev provisioning through interface automation — the same way a human would, but with 98% accuracy and no API required. Record the flow once, and Stepwork runs it on demand or on a schedule.
Yes. Stepwork authenticates to DataRobot Dev through your existing identity provider (Okta, Microsoft Entra ID, 1Password, etc.) and completes MFA natively — including OTP, passkeys, and push notifications. No separate credentials or service accounts are needed.
See how Stepwork provisions users in DataRobot Dev with 98% accuracy — in a 15-minute demo.
Book a DemoThe primary risk is manual work. Additional risks include blurring boundaries between dev and prod, leads to stale permissions, overexposed models. Stepwork eliminates these risks by automating the entire provisioning workflow.
No. Stepwork completes MFA exactly like a human user — supporting OTP, passkeys, push notifications, and other methods. It signs in through your existing identity provider via SAML, mirroring your organization's security posture.