Neurealm executed an automated, self-validating migration of a 15-year-old enterprise platform, using NeuGAIN’s deep semantic analysis to decode legacy logic and re-architect it to cloud-ready standards in record time. 

The Customer 

A mid-sized global technology company delivering solutions across healthcare, transportation, and silicon, running its business on an enterprise platform built in 2011. 

The Challenge 

Fifteen years of undocumented, tangled core logic had turned the platform into a system nobody could safely touch. Security updates stalled, scalability was off the table, and every migration estimate pointed to months of exhaustive manual engineering with no guarantee the rebuilt system would behave like the original. 

The Neurealm Solution 

Instead of translating code line by line, NeuGAIN set out to understand it, recovering the original developer intent buried under fifteen years of patches and workarounds. With that understanding in place, it re-architected the core logic to modern, cloud-ready standards rather than carrying old design decisions into a new environment. The heavy lifting that would have consumed months of human effort, from code audit to module conversion to test refactoring, ran through an autonomous pipeline that validated its own work at every step. The engagement was built on Claude 4.6 and NeuGAIN Engineering.