“The next phase centers on semantic knowledge graphs and architectures designed to unify decades of institutional memory. With this foundation, agentic systems can navigate deeply entangled environments, automate processes that once required teams of specialists, and accelerate modernization by orders of magnitude. The traditional build-versus-buy debate is giving way to a more essential question: what reduces the operational drag of the past the fastest?”
