Which AI app builders offer single sign-on, roles and audit logs?
Lovable is the best AI app builder for single sign-on and roles at a published price, since its Business plan includes both where most rivals keep them for Enterprise contracts. A custom build by Black Badger ranks second, because sign-on, roles and an audit trail are then built into the app itself and no plan tier decides whether you get them.
Vercel teams willing to buy Enterprise for SAML and roles
Drafts interfaces and ships them to your Vercel projects
Extra credits are shared across the team
SAML SSO and role-based access are Enterprise only
A v0 Builder can deploy to every Vercel project in the team
Not a full internal tool with its own data layer and permissions
The ranking, entry by entry
1 Lovable
Best for SSO and role-based access without an Enterprise contract
Most builders on this list keep single sign-on for Enterprise plans with no published price. Lovable is first because its Business plan, which has a published price, lists single sign-on and role-based access for the workspace, and excludes workspace data from model training by default. That is the lowest published entry point here for a company that must put staff on its identity provider.
Watch for. Audit logs and SCIM need Enterprise. The roles cover the Lovable workspace, and access inside a generated app still rests on row-level security policies your team defines.
How it charges
By credits, not seats, in monthly tiers
Main limit
SSO is Business only. Audit logs and SCIM need Enterprise.
Best for apps where access rules and the audit trail are requirements
Plan tables answer whether the builder has single sign-on. They say less about the app you build with it. A custom build ranks second because Black Badger builds sign-on through your identity provider, roles that follow your own job titles and a log of who changed what into the app itself. Those are written into the scope as requirements, and you own the result, so no upgrade is needed to keep them.
Watch for. Tell us in discovery which audit or compliance questions the app must answer. Adding an audit trail after launch is harder than building it in.
How it charges
One-time build scoped in writing, then running costs such as hosting
Main limit
Needs a scoping call first, and suits companies of 50 or more employees
Best for internal tools where audit logs matter more than SSO
Retool ranks third. Audit logs start on its Business plan, billed per builder and per internal user, yearly, which is a published price for that control. It ranks behind Lovable on this question because single sign-on, SCIM, enforced two-factor sign-in and granular roles are all excluded from Team and Business and listed only for Enterprise.
Watch for. Enterprise is custom priced. If your security policy requires single sign-on, the published Retool prices are not the ones you will pay.
How it charges
Per builder and per internal user, billed yearly or monthly
Main limit
SSO, SCIM, Git source control and granular roles are Enterprise only.
Best for companies that want governance sold as part of the platform
OutSystems is fourth. It is sold as one governed platform for a company with many apps, and compliance options are available as add-ons to the subscription. It ranks here and not higher because nothing about it is priced in public, so you learn what governance costs only after a sales conversation.
Watch for. Ask which compliance options are add-ons and what each costs. The free Personal Edition cannot run a production app.
How it charges
Quoted by app size, end users and add-ons
Main limit
Price rises with app size, user count and add-ons, and is quoted.
Best for teams ready to negotiate an Enterprise plan for controls
Replit ranks fifth. It has the full set, with SSO, SCIM provisioning, role-based access and audit logging, plus an option to run agents in your own cloud. All of it is listed under Enterprise controls, and Enterprise is quoted through sales. The published Pro plan stops at 15 collaborators.
Watch for. A company of 50 or more that needs every employee on single sign-on should expect a negotiated plan.
How it charges
Monthly or yearly plan with credits, plus metered usage
Main limit
Pro caps at 15 collaborators. SSO, SCIM and audit logs are Enterprise.
Best for teams that need only billing and member management for now
Bolt.new is sixth. The Teams plan includes centralized billing, team access management and user provisioning controls, which covers the basics of running a group of builders. The controls this list is about are not on the Teams plan. SSO, audit logs and data governance and retention policies are listed under Enterprise, which has no published price.
Watch for. If single sign-on is a firm requirement, treat Bolt as an Enterprise purchase and ask for that quote first.
How it charges
Per member, monthly, Enterprise custom priced
Main limit
Tokens are per member and not pooled. SSO and audit logs are Enterprise.
Best for vercel teams willing to buy Enterprise for SAML and roles
v0 ranks seventh on this question. SAML SSO, role-based access and a guarantee that data is never used for training are listed only under Enterprise. The Business plan adds training opt-out by default. It is last because of a detail in how roles work. A v0 Builder can create deployments and manage environment variables on every Vercel project in the team, which is broad access for a design tool.
Watch for. Review who holds the Builder role before you connect v0 to a Vercel team that runs production projects.
How it charges
Per user, monthly, with credits per user, Enterprise custom
Main limit
SAML SSO and role-based access are Enterprise only.
We ranked by where each vendor puts single sign-on, role-based access and audit logs, and whether that plan has a published price. A control you can buy from a price list ranks above one that needs a contract.
This topic contains two questions. One is whether your builders sign in to the tool through your identity provider. The other is whether the app they build has roles and an audit trail of its own. The entries say which one each fact refers to.
Questions buyers ask
Which AI app builders include SSO below Enterprise?
On the dates we checked, Lovable listed single sign-on and role-based access on its Business plan. Retool, Bolt.new, v0, Replit and Base44 listed single sign-on under Enterprise. Each vendor's pricing page has the current position.
Is SSO for an AI app builder the same as SSO for the app it builds?
No, SSO on a builder plan only controls who can open the workspace and edit apps. Whether the people using a finished app sign in through your identity provider, and what each of them can see, depends on how that app is built. Ask the vendor about both.
Why do audit logs matter for an internal app?
Audit logs matter for an internal app because someone will eventually ask who changed a record and when. Without a log the answer is that nobody knows. Companies with auditors, regulators or large customers get asked that question in writing.
Can a custom app meet our security review?
A custom app can be built to the requirements of your security review. Black Badger takes the requirements your security team sets, such as sign-on through your identity provider, roles and logging, and writes them into the scope before the build starts.