
Introduction The architectural blueprint of modern enterprise intelligence is undergoing a radical transformation as data platforms evolve from passive repositories for human analysts into active environments for autonomous software agents. This shift reflects a move away from human-centric analytics toward a model where machines are the primary consumers of data. As these AI capabilities mature, the engineering of data ecosystems










