crossroads

Executive Overview As enterprises race to integrate artificial intelligence, machine learning, and large language models (LLMs) into their core operations, a quiet crisis is unfolding beneath the surface of corporate IT. For decades, organizations accumulated data silos, fragmented processing pipelines, and patchwork metadata systems that could be papered over with manual interventions, ad-hoc queries, and…