
The rapid transformation of generative systems from simple conversational tools into persistent operational entities has redefined how global enterprises perceive the value of machine intelligence. This metamorphosis represents a departure from the “stateless” era—where every prompt was a fresh encounter—toward a “stateful” paradigm where continuity and long-term memory serve as the bedrock of automation. The industry is currently witnessing a










