
Modernizing stagnant legacy infrastructure has long been a binary choice between risky total replacement and slow obsolescence for many corporations. This technical review evaluates the rise of intelligent layering, a strategy that sidesteps the destructive “rip and replace” cycle by embedding cognitive capabilities directly into existing software frameworks. By preserving foundational investments while injecting modern adaptability, this approach offers a










