Production risk score
A clear score across the areas that matter before launch: security, data, infrastructure, reliability, maintainability, and release readiness.
Production Readiness Audit
AI App Production Readiness Audit
A fixed-price technical review for AI-built apps, prototypes, internal tools, and SaaS products that need to become secure, reliable, and maintainable.
Get a developer-ready report showing the biggest production risks, what to fix first, and whether your app is ready for real users.
Fixed-scope diagnostic
$2,500
flat
5
business days
Start the audit. Get the report. Know what to fix.
What this is
A paid diagnostic, not an open-ended agency engagement.
The audit turns a working AI-built application into a clear launch decision: ship, fix first, rebuild the risky parts, or bring in ongoing production support.
Prioritized risk report
We show you what is dangerous, what is annoying, and what can wait.
Developer-ready fix plan
No vague advice. You get clear recommendations your team can actually execute.
Executive summary
A plain-English version for founders, operators, investors, or non-technical stakeholders.
Technical appendix
Detailed notes for whoever is responsible for fixing the app.
30-minute debrief
We walk through the report, answer questions, and recommend the next move.
What we check
Production-critical workflows, not surface polish.
We look for the places where real users, business data, payments, files, permissions, and operations can break under production pressure.
Authentication and role access
Data handling and database safety
Secrets, API keys, and dependency risk
Infrastructure, staging, and production setup
Critical workflow reliability
Error monitoring, logs, backups, and alerts
Maintainability and handoff risk
Release readiness and rollback paths
Sample deliverable
A report concrete enough for your team to act on.
The output is not a generic checklist. It is a production risk score, prioritized findings, and a fix plan your developers can start working through.
Sample Production Readiness Report
72/100
Fix before broad launch
Top risks
- Over-privileged service role
- No backup restore test
- Missing audit logging
- API keys exposed in frontend bundle
- No staging and production separation
Recommended next steps
- 1Lock down authentication and role access
- 2Add backup verification
- 3Separate staging and production
- 4Add error monitoring
- 5Review database access patterns
Pricing
Simple offers. Clear next steps.
Start free if you want a small sample. Start the audit when you need the full diagnostic. Move into support only if you want help after the report.
Free Workflow Teardown
Free
Lead capture and trust builder
Production Readiness Audit
$2,500
Paid diagnostic
Ongoing Production Support
$8,000/month
Retainer after review
Need help after the audit?
Teams that want continued support can move into Ongoing Production Support starting at $8,000/month.
Try it free
Get a Free AI App Workflow Teardown.
Submit one workflow from your app. Within 2 business days, we will send back a short teardown showing the biggest production risks we can spot from the outside.
Good workflows to submit
- Signup and onboarding
- Payment or checkout flow
- AI document upload
- Admin dashboard
- Customer portal
- Vendor onboarding
- Reporting or export flow
- Internal approval workflow
What you get
- Short production risk score
- 3 to 5 issues we noticed
- Fix-this-first recommendation
- Recommendation on whether a deeper review makes sense
100% free. 2 business day turnaround. No credit card required.
FAQ
A few practical details.
Is this a code audit?
It is a production-readiness diagnostic. We review the application, architecture, workflows, security posture, data handling, and launch controls, then turn the findings into a prioritized fix plan.
Do you fix the issues during the review?
No. The review tells you what is risky, what to fix first, and what should happen next. Fixes can be scoped after the report if you want help implementing them.
Who is this for?
Founders, operators, and teams with AI-built apps, prototypes, internal tools, customer portals, or SaaS products that need to become secure, reliable, and maintainable.
What happens after the report?
You can fix the issues with your own team, scope a follow-on project, or move into Ongoing Production Support starting at $8,000/month.
Final step
Start the audit. Get the report. Know what to fix.
If your AI-built app already works, the next question is whether it can survive real users, real data, and real operations.
Book the Audit Call.
~30 seconds