
The rapid convergence of generative models and real-time data streaming has permanently altered the fundamental expectations that modern consumers hold for digital support across every industry. Every time a customer interacts with a modern interface, a silent orchestration of billions of parameters occurs behind the scenes to predict needs before they are even articulated. This shift from manual problem-solving to










