Executive Overview In the modern enterprise technology landscape, artificial intelligence is often marketed as an omniscient engine capable of ingesting petabytes of structured and unstructured information in seconds. Companies pour billions of dollars into advanced machine learning architectures, high-performance computing clusters, and sophisticated large language models (LLMs), anticipating an immediate transformation in operational efficiency, automated…