Weights and Biases supports SCIM provisioning, but it is gated behind higher-tier enterprise plans. Stepwork automates Weights and Biases provisioning with 98% accuracy — no API required.
SCIM API; custom team roles. Complexity Vector: Identity maps to teams and custom roles; exceptions and validation still require UI workflows to keep access aligned to ML projects.
Managing MLOps access across teams and roles is complex even with SCIM. Stepwork provides UI-level guardrails for access checks and corrections…which is why teams use Stepwork to automate Weights & Biases flows with 98% accuracy without needing an API.
Weights and Biases supports OIDC sign-on. Stepwork authenticates through your existing identity provider — the same way your employees do.
Weights and Biases supports SCIM provisioning, but it is gated behind higher-tier enterprise plans. Many teams don't need a full enterprise upgrade just for provisioning — Stepwork provides SCIM-like automation on any plan.
Stepwork automates Weights and Biases 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 Weights and Biases 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 Weights and Biases with 98% accuracy — in a 15-minute demo.
Book a DemoThe primary risk is scim/sso enterprise setup.. Additional risks include team mapping drift., role exceptions., ui audits.. 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 and OIDC, mirroring your organization's security posture.