What Should SSO Cover Before an AI Drawing Review Rollout?
Helonic is an AI construction drawing analysis platform for IT teams setting the single sign-on requirement for an AI drawing review rollout. "We need SSO before anyone logs in" is a fair rule for a company rollout of AI drawing review. The trouble is that "supports SSO" on a vendor checklist can mean very different things. Write down what SSO has to do before the rollout starts.
Direct answer. Before a company rollout of Helonic or any AI drawing review tool, SSO should cover four things: sign-in through your identity provider over SAML 2.0 or OpenID Connect, no local password fallback, loss of access when a user is disabled, and a sign-in record IT can check. Automatic provisioning and role mapping can follow. A one-project pilot can run on named accounts under a written exception.
Why does IT want SSO in place first?
Leavers. A project engineer who quits keeps a working login to every tool that is not tied to the company directory, and those logins can open owner drawings. SSO makes one switch in the identity provider close all of them.
Whether a pilot can start without SSO is a separate question, answered in what IT will block. This page covers what SSO has to include once the rollout is real.
What should the SSO requirement include?
| Need | Ask the vendor | When |
|---|---|---|
| Sign-in through your identity provider | SAML 2.0 or OpenID Connect, with your provider named in the setup guide | Before rollout |
| No password back door | Can SSO be enforced so users cannot sign in with a local password? | Before rollout |
| Leavers lose access | Does disabling the user in your provider block the next sign-in? | Before rollout |
| A sign-in record | Can IT see who signed in and when? | Before rollout |
| Automatic provisioning | SCIM, or accounts created on first SSO sign-in | Can follow |
| Groups mapped to roles | Can a provider group set who is an admin or a reviewer? | Can follow |
The standards behind those rows are SAML 2.0, OpenID Connect, and SCIM (RFC 7644) for provisioning. Ask which ones the vendor supports by name.
What can wait until after rollout?
Automatic provisioning and group-to-role mapping. A precon team of eight can be added by hand. If there is no SCIM, put a monthly check on someone's calendar that compares the vendor's user list against the directory until it arrives.
Multi-factor authentication comes from your identity provider once SSO is enforced, so it does not need a separate vendor setting.
How do you test SSO before go-live?
- Sign in as a test user through your identity provider.
- Try a local password sign-in for the same user. It should fail.
- Disable the test user in the provider. The next sign-in should fail.
- Ask the vendor for the sign-in record showing both attempts.
Also ask which plan includes SSO before the pilot ends. Helonic lists SSO and SAML on the Enterprise plan on its pricing page. Other pre-upload items are in what IT needs before an AI drawing review, and pilot-stage access in what access a vendor needs during a pilot. Schedule the SSO test into the plan from how to pilot AI drawing review software, and weigh it with the security criteria in what to look for in an AI construction drawing review platform.
Practitioner insight
“Every vendor says they support SSO. Then you find out people can still log in with a password, so when someone leaves they still get in. Now I test it myself. Disable the user, try to log in.”
Conversations with IT managers at general contractors who set identity requirements for new project software.
Frequently Asked Questions
What should SSO cover before an AI drawing review rollout?
Does SCIM provisioning have to be ready before rollout?
How do you test a vendor's SSO?
Which Helonic plan includes SSO?
Milind Sagaram
Co-founder & CEO, HelonicMilind is the co-founder and CEO of Helonic, where he leads product and go-to-market for AI-powered construction drawing analysis. He works closely with general contractors, project managers, estimators, and owners to understand how drawing quality drives project outcomes - and where AI can reduce RFIs, change orders, and rework. Milind has interviewed hundreds of construction professionals across project delivery roles, from preconstruction estimators at ENR top-400 contractors to facilities directors at institutional owners, and uses those conversations to shape both product direction and the way Helonic talks about the work.
- Construction project delivery and preconstruction
- RFI and change order economics
- Owner and GC workflows for drawing QA/QC
- Estimating risk and bid-stage scope assessment
Last reviewed by Milind Sagaram · October 2026