
The global telecommunications infrastructure has functioned for decades as a massive, reactive machine, but today it is undergoing a profound metamorphosis into a self-aware ecosystem capable of predicting and solving its own failures before they even impact a single subscriber. This evolution represents more than a simple software update; it is a fundamental reconfiguration of how connectivity is maintained across










