Breaking Down Enterprise AI, Part II: Action Track

Introduction Organizations have access to a broad and rapidly expanding set of AI capabilities, from systems that monitor and analyze data to tools that generate content, automate decisions, and orchestrate complex workflows. Despite this abundance, many organizations struggle to apply these capabilities in a structured, scalable way. Certain patterns get overlooked, others get misapplied, and the result is AI adoption that delivers isolated wins but falls short of meaningful operational impact. A useful lens for navigating this landscape is to think about enterprise AI in two complementary tracks: the Insight Track and the Action Track. The Insight Track, which we explored in Part I, accounts for AI capabilities that help organizations understand what is happening in their data and why.