Architecture Practice Methods

Jul 21, 2026 · Industry Insights

Four Stages to AI-Native: How Enterprises Move Beyond Tool AI

The article outlines four progressive stages of enterprise AI adoption—Tool AI for personal efficiency, Scenario AI for specific tasks, Process AI for end-to-end workflows, and AI-Native where AI becomes an integrated, governed part of business operations—emphasizing that true AI maturity depends on how deeply AI participates in business processes, not just model count.