Airbyte does not currently offer SCIM-based user provisioning. Stepwork automates Airbyte provisioning with 98% accuracy — no API required.
No SCIM Support Complexity Vector: Data pipelines depend on connectors, credentials, schedules, and destinations. Users often own secrets and sync configs—automated removal can break production data flows without UI confirmation.
Airbyte moves data efficiently, yet AI agents lack orchestration to manage connector lifecycles, credentials, and schema changes safely across environments. Guardrails are needed to keep automated actions within defined data and access boundaries, which is why teams use Stepwork to automate Airbyte flows with 98% accuracy without needing an API.
Airbyte supports SAML sign-on. Stepwork authenticates through your existing identity provider — the same way your employees do.
No. Airbyte does not currently offer SCIM-based user provisioning, leaving IT teams to manage user lifecycle changes manually.
Stepwork automates Airbyte 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 Airbyte 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 governance gaps, access drift creates pipeline governance, security risk. Stepwork eliminates these risks by automating the entire provisioning workflow.
See how Stepwork provisions users in Airbyte 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.