Custom Software
AI-generated prototype rescue
An anonymized Nective custom software project: refactoring an AI-generated prototype into production-ready software with deployment and handoff.
Situation
Anonymized, but real.
A team had a useful AI-generated prototype that was not production-ready. Nective refactored the core workflow, hardened the app, and prepared it for real users.
- Inspected the generated codebase and deployment risk
- Reduced scope to the workflow that mattered
- Refactored, tested, deployed, and documented the handoff
Result
What changed.
The prototype stopped being a demo artifact and became software the team could operate.
Next
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