AI governance business reality examines how large organizations actually govern artificial intelligence in practice. This article explores the gap between theory and execution.

In an enterprise environment where artificial intelligence is rapidly becoming embedded across core processes, AI SaaS product classification is no longer a technical exercise. It is a strategic capability that underpins effective decision-making, governance, and long-term value creation.