Common symptoms
- - Prototype is functional but architecture is still fragile
- - No visibility on scaling bottlenecks and failure points
- - Release confidence depends on one or two key people
- - Security and compliance questions remain unresolved
Launch risk assessment
Know exactly what blocks a safe launch and what to fix first to deploy with confidence.
AI2H helps teams convert fragile AI-generated code into secure, scalable, maintainable production systems.