AI-app risk self-check
Your AI app works. But is it ready for real users, customer data or customer questions? The self-check asks about product status, stack, data, auth, data access, infrastructure and your technical knowledge, then shows you a risk rating, typical blindspots and a recommended next step.
- 8 to 12 minutes
- No repo access needed
- Result visible instantly
- Optional result by email
Who is the check for?
For founders, product teams and agencies who built software with Lovable, Cursor, Bolt, Base44, Claude Code, Replit or v0 and want to know whether auth, data access, infrastructure and operations are sufficiently understood and controlled.
What gets checked?
- Product status & business risk
- AI builder & stack
- Users, data & tenants
- Auth, roles & access
- Database, RLS & tenant isolation
- API, backend & secrets
- AI/LLM-specific risks
- Dependencies, CVEs & tests
- Infrastructure, backups & operations
- Knowledge & technical responsibility
Start the self-check
Your AI app works. But is it ready for real users, customer data or customer questions? The self-check asks about product status, stack, data, auth, data access, infrastructure and your technical knowledge, then shows you a risk rating, typical blindspots and a recommended next step.
- 8 to 12 minutes
- No repo access needed
- Result visible instantly
- Optional result by email
What the check is not
The self-check does not replace a technical review, a penetration test or a security guarantee. It is a structured self-assessment. A real technical evaluation requires repository, stack and infrastructure context.
See packagesFrequently asked questions
Is this a security assessment?
No. The self-check is a structured self-assessment, not a technical review, penetration test or security guarantee. A real assessment requires repository, stack and infrastructure context.
Do I need repo access or technical knowledge?
No. You answer questions about product, stack, data and operations. "Not sure" is a valid answer and deliberately feeds into the assessment confidence.
What happens to my answers?
You see the result immediately. Only if you request the detailed evaluation by email are your inputs transmitted, in order to send you the result and an assessment.
What comes after the check?
Depending on the result: Snapshot (790 €) for a quick reality check, Baseline (1,490 €) before customer use, or ongoing oversight with Oversight, Guard or Launch. In the 15-min fit check we clarify what fits.