Last Mile AI - Is Your App Ready for Production?

75% of AI-built apps never make it to production. Find out where yours stands in under 10 minutes.

Start the Free Assessment

The Problem With AI-Built Apps

76%
of developers hit the "80/20 wall" where AI-generated code stops being useful
91.5%
of vibe-coded apps contain at least one AI-hallucination vulnerability
1.5M
API keys exposed in documented vibe-coding incidents in 2025-2026

What You'll Get

A scorecard grading your app across 6 production-readiness dimensions: Security, Database, Error Handling, Scalability, Testing, and Operations. Plus a detailed technical breakdown of what's working and what needs attention.

25 Years Building Enterprise Software
AWS Advanced Partner
100+ Production Apps Delivered
Step 1 of 8

Tell Us About Your App

These questions help us tailor your results.

Next

Security & Authentication

Security flaws are the #1 reason AI-built apps fail catastrophically. In 2025-2026, exposed API keys and broken auth affected millions of users across vibe-coded platforms.

BackNext

Data & Database

Your database is your app's foundation. Gaps in access control, backups, or data integrity can lead to data loss or exposure that's impossible to recover from.

BackNext

Error Handling & Edge Cases

AI coding tools optimize for the happy path. Production means handling every unhappy path: network failures, duplicate submissions, timeouts, and service outages.

BackNext

Scalability & Performance

Most vibe-coded apps work fine with 3 users and break at 300. 92% lack proper database indexing. Understanding your cost and load profile is critical before launch.

BackNext

Testing & Quality

Shipping without tests or a staging environment is like driving without brakes. You might be fine for a while, but when something goes wrong you have no safety net.

BackNext

Operations & Observability

If your app goes down at 2am on a Saturday, would you know? Production apps need monitoring, alerting, and a plan for when things break.

BackNext

Your Results Are Ready

Enter your email to see your Last Mile AI Readiness Scorecard -- including your per-dimension scores and a detailed technical breakdown of what's working and what needs attention.

We'll send you a copy of your results. No spam, no sales calls unless you ask. We might follow up once if your scores suggest we can help.

BackSee My Results
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Last Mile AI Readiness Scorecard

--

--
Security & Authentication
--
Data & Database
--
Error Handling & Edge Cases
--
Scalability & Performance
--
Testing & Quality
--
Operations & Observability

Detailed Technical Breakdown

Need Help Getting to Production?

Caxy's Last Mile AI service takes apps from prototype to production-ready on AWS in 8-10 weeks. We handle the security hardening, scalability engineering, testing infrastructure, and operational tooling that separates a working demo from a production system.

25 years of enterprise software delivery. AWS Advanced Partner. Senior US-based team.

Book a 30-Minute Call to Review Your Results