Payment systems fail under real usage
User roles & permissions don’t work
Automation loops create costly errors
Compliance & data security risks
“It worked in the demo… but not in production”
Built your App with AI…But it Doesn’t Actually Work

SaaS founders
Legal tech
Automation-driven businesses
Local startups
Most AI-Built Apps Break When Real Users Show Up
From AI Prototype → Production-Ready System
Stabilize
Fix broken logic, APIs, authentication, and workflows.
Secure
Implement roles, permissions, and compliance safeguards.
Monetize
Integrate payments, subscriptions, and revenue flows.
Scale
Rebuild fragile AI code into reliable architecture.
Athlete Atlas
Problem
AI-generated sports SaaS failed under real use
Fix
Rebuilt authentication, workflows, and system architecture
Result
Production-ready platform delivered in under 2 months
Nationwide Trusts
Problem
Complex legal workflows & compliance requirements
Fix
Structured multi-step forms & system logic
Result
Ongoing platform stabilization
This Is For You If…
You built an MVP using AI or no-code tools
Your app works in demos but fails with real users
You need payments, auth, or role management
You’re preparing to launch or scale
- Find out why your app isn’t ready for real users.
- Fix critical issues and make your app usable.
- Turn fragile prototypes into scalable systems.
- Monitoring, fixes, and improvements.
You Work Directly With the Developer Who Fixes the Hard Problems
- 5+ Years Building Real World systems
- No outsourcing — direct collaboration
- Proven rescue & rebuild experience
Local in Pomona, serving clients nationwide
Before You Launch… Make Sure Your App Won’t Fail
Book a AI App Audit and get a real roadmap.
Lets make your Ideas Reality
Lets Connect
I’m are always on the lookout for great clients who are passionate about their products and customers.








