ChatGPT supports SCIM provisioning, but it is gated behind higher-tier enterprise plans. Stepwork automates ChatGPT provisioning with 98% accuracy — no API required.
SCIM and SSO are restricted to enterprise plans. Complexity Vector: Standard automation can create and remove users, but it cannot prevent shared access or give clear visibility into who is actively using the tool.
ChatGPT is increasingly used as an execution layer for AI agents across research, coding, and operational workflows, but it lacks native controls for safely orchestrating those agents at scale. Stepwork provides the infrastructure to deploy secure AI agents that manage ChatGPT workflows through browser-based automation with policy-driven guardrails, allowing automation to scale without introducing security or operational risk, which is why teams use Stepwork to automate GitHub flows with 98% accuracy without needing an API.
ChatGPT supports SAML and OIDC sign-on. Stepwork authenticates through your existing identity provider — the same way your employees do.
ChatGPT 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 ChatGPT 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 ChatGPT 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 user access and offboarding only manageable via enterprise features. Additional risks include shared accounts to bypass seat limits, unmanaged shadow usage, poor visibility into active users. 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 and OIDC, mirroring your organization's security posture.
See how Stepwork provisions users in ChatGPT with 98% accuracy — in a 15-minute demo.
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