DataRobot does not currently offer SCIM-based user provisioning. Stepwork automates DataRobot provisioning with 98% accuracy — no API required.
No SCIM Support Complexity Vector: ML platforms tie access to models, deployments, data sources, and compute. Offboarding must preserve model ownership and auditability—automation alone can’t infer intent.
DataRobot accelerates model building, but it lacks a control layer for orchestrating AI agents across model lifecycles, environments, and access boundaries. That makes governance and safe automation difficult at scale which is why teams use Stepwork to automate DataRobot flows with 98% accuracy without needing an API.
DataRobot supports SAML sign-on. Stepwork authenticates through your existing identity provider — the same way your employees do.
No. DataRobot does not currently offer SCIM-based user provisioning, leaving IT teams to manage user lifecycle changes manually.
Stepwork automates DataRobot 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 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.
The primary risk is manual work. Additional risks include creating ml governance, audit gaps, operational drag. Stepwork eliminates these risks by automating the entire provisioning workflow.
See how Stepwork provisions users in DataRobot with 98% accuracy — in a 15-minute demo.
Book a DemoNo. 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.