imperative

Executive Overview As organizations globally accelerate their artificial intelligence and machine learning (AI/ML) initiatives, a silent crisis is crippling digital transformation efforts from the inside out. Behind the glossy dashboards, generative AI chatbots, and predictive models lies an often-neglected foundation: enterprise data architecture. For years, siloed pipelines, ungoverned metadata, and bureaucratic governance structures were treated…