AI production-readiness assessment
Evaluate your AI-built product's production readiness — free and read-only
Answer a few guided questions and we'll generate a read-only diagnostic prompt tailored to how you build. It surfaces the security, scalability, and operational gaps in your product before they cost you a deal or an outage — no secrets, no code changes.
- Free, read-only self-diagnostic — no code access.
- A scored Readiness Radar across five assessment dimensions.
- Top findings and indicative engagement ranges you can email to yourself.
Keep the product, rebuild the foundation
vygo preserves the validated product your users rely on and re-engineers the secure, scalable foundation beneath it — then hands off full IP.
What you get
A read-only capability check, built for AI-built products
The Readiness Check is a free self-diagnostic for teams that already have a working build and real usage pressure. It reads how you build and reflects it back as a scored snapshot.
Free and read-only
A read-only self-diagnostic with no code access — no secrets and no code changes are ever required to complete it.
Tailored to how you build
A few guided questions generate a diagnostic prompt matched to your stack, so the findings reflect your product rather than a generic checklist.
Scored across five dimensions
See a Readiness Radar that scores security, scalability, and operational readiness across five assessment dimensions on one view.
Findings you can keep
Finish at a scored readiness snapshot with your top findings and indicative engagement ranges, which you can email to yourself.
How your inputs are handled
Read-only by design
The assessment is a self-diagnostic. It never asks for code access, and secrets are redacted before anything is stored.
- Free
- Read-only
- No code access
- No secrets
- No code changes
- Results you can email to yourself
How it works
Three steps to a scored readiness snapshot
The assessment runs entirely from your own inputs. You can complete it on mobile or desktop, using only the keyboard.
Intake
Tell us about your project and how it's built — a few guided questions, no code and no secrets.
Get a tailored diagnostic prompt
We generate a read-only diagnostic prompt matched to your stack. Run it against your own AI assistant; nothing leaves your control.
Paste your results
Paste the results back to reach your scored readiness snapshot across five assessment dimensions, with top findings you can keep.
Why it matters
Production readiness is lagging the pace of AI-built software
Market context on AI-built software — industry data published on vygo.ai/why-vygo, presented as market context and not as vygo's own performance outcomes.
$4.7–7.4B market in 2026
The vibe-coding tools market is projected at $4.7–7.4B in 2026, growing 17–38% annually. Industry market data, cited on vygo.ai/why-vygo — not a vygo outcome.
45% of AI-generated code
Industry research finds 45% of AI-generated code contains high-risk OWASP Top-10 vulnerabilities. Cited on vygo.ai/why-vygo as market context — not a vygo outcome.
63% are non-developers
63% of vibe-coding users are non-developers who can't harden production themselves. Industry research, cited on vygo.ai/why-vygo — not a vygo outcome.
25% of YC startups
25% of YC startups rely heavily on AI-generated code for core systems. Industry data, cited on vygo.ai/why-vygo — not a vygo outcome.
Before you start
Questions about the assessment
Is this just a lead-gen gate?
No. The Readiness Check is free and read-only. Your scored results are shown after a short name and work-email gate, and no code or secrets are required to complete it.
Will you see my code or secrets?
No. It is a read-only diagnostic — no secrets and no code changes. Anything secret-shaped is redacted before it is stored.
What if we're too early?
The check is built for products that already have a working build and real usage pressure. If there's no working build yet, the flow off-ramps honestly and invites you back after your MVP.
What do I get at the end?
A scored readiness snapshot across five assessment dimensions, with your top findings and indicative engagement ranges, which you can email to yourself.
Do you work with my stack?
The check is compatible with products built using tools like Lovable, Cursor, Replit, Bolt, and v0. These tool names describe compatibility only — they do not imply a partnership or endorsement.
Start your assessment
Ready to evaluate your production readiness?
Take the free, read-only Readiness Check and get your scored snapshot across five assessment dimensions — no secrets, no code changes.