Many enterprise AI projects fail not because of weak AI models, but because they lack process context. This blog explores how disconnected AI deployments struggle to align with enterprise workflows, governance structures, ERP systems, and operational realities. It highlights why workflow-aware AI, enterprise integration, and contextual operational intelligence are critical for scalable transformation. The blog also explains how organisations can move beyond isolated AI experimentation by embedding intelligence directly into procurement, finance, and shared service operations while maintaining governance and human oversight.