Honest completion audit
A read of what the generator actually built, what is safe to keep, and the specific gap between the prototype and a product you can launch.
Get your AI-built app ready for real users.
Audit, repair and finish AI-generated applications, including security, data handling and incomplete user flows.
2015Building production software since
300Projects delivered
100%Source and production visibility
5.0Across 18 verified Clutch reviews
Finish the flows, close the gaps
We help turn AI-generated prototypes into software you can launch and support. The first step is to review what works, what is incomplete and where the authentication, data handling or user experience needs further engineering.
The missing features
The flows, roles and screens the demo faked or left half-built, finished properly against your real requirements.
Auth and data integrity
Authentication edge cases closed and the silent data-consistency bugs AI tools routinely ship, fixed before they reach a customer.
Real error handling
The empty states, failure paths and validation the prototype skipped, so the app fails safely instead of confusingly.
Production readiness
Tests, monitoring, backups and a deployment pipeline, so the finished app can carry real users and real money.
A maintainable foundation
Generated logic refactored into an architecture a team can actually extend, handed over documented or maintained by us.
See the work in practice
Related projects, with the decisions, delivery and results explained.
01
Social eventsFour years across the app and operations
Mobile app, backend, advertising tools, a digital marketplace and website.
4+ yrssupport across five codebases
02
TravelA booking journey the tour team owns
A multilingual website connected to the booking API, with deposits, coupons and affiliate tracking.
6languages across the booking journey
03
Energy brokerageTenders, contracts and accounts brought together
Supplier tenders, contract management, brokerage accounting and client records.
100+suppliers per tender
A clear plan, regular progress
You work with the same senior team from the first scoping conversation through to launch and support.
- 01
Scope & cost
We agree the outcome, users, integrations, budget and main technical risks before the work starts.
- 02
Architecture
We plan the data, interfaces and failure modes around the way the system needs to operate.
- 03
Build & review
You receive source access, a working environment and regular demonstrations throughout delivery.
- 04
Launch & support
We launch, document and monitor the work, then hand it over or continue as your engineering team.
Related services
Explore other rescue & security services.
Clutch★★★★★5.0 / 5.0Across 18 independently published client reviews
“They have a deeper technical knowledge than any web designer I've met to date.”
Frequently asked questions
01How is this different from a full rebuild?+
We keep whatever the generator got right and only replace what will not hold up. A full rebuild is rare — most AI-built apps have a usable core buried under the gaps.
02Which AI tools do you work with?+
Lovable, Cursor, v0, Replit, Bolt, Base44 and hand-assembled prototypes alike. The tool matters less than the state of the code it produced.
03How long does completion take?+
After a short audit we can scope it accurately. Most AI-built apps reach production in four to twelve weeks, depending on how much of the missing twenty percent is load-bearing.
Tell us what you’re working on
Bring your idea, your existing system or the problem you need to solve. A 30-minute call with our senior team will help clarify the next step.