Turn a promising AI-coded prototype into production-ready software.
StackLift AI helps non-technical founders and business teams move beyond a prototype that looks close but is blocked by auth, data, deployment, QA, security, or maintainability.
StackLift AI audits the prototype, separates what can be kept from what must be rebuilt, and creates a production hardening plan with release gates.
Rescue prototypeWho this is for
Built for teams facing these challenges.
Founders, SMB teams, and operators who built a prototype with AI coding platforms and now need senior engineering review before launch.
Prototype works locally but not in production
No clear QA or deployment path
Security and data model uncertainty
Non-technical team stuck before launch
What you get
Concrete outcomes, not vague promises.
Code and architecture audit
Security and auth risk review
QA and deployment checklist
Hardening backlog and launch path
Deliverables
What gets built and handed off.
Every StackLift engagement ends with documented, production-ready deliverables — not a handoff meeting and a folder of files.
Prototype audit
Risk register
Production-readiness checklist
Hardening backlog
Release plan
Relevant search terms
Ready to scope this project?
Submit your requirements and receive a structured delivery plan in 60 seconds — before any engineering begins.
Build delivery planStart building
Turn this requirement into a delivery plan.
Submit your project and receive a structured scope, complexity estimate, and delivery roadmap — engineered for your specific requirements.