Agentic AI breaks out of the lab and forces enterprises to grow up

Enterprises are rapidly adopting agentic AI systems despite immature tooling, with leading organizations building internal platforms to handle planning, tool coordination, and governance. These companies are evolving from chaotic prototype approaches to standardized patterns while developing enterprise-grade safety frameworks for autonomous AI workflows. Rather than investing in orchestration capabilities that vendors will eventually commoditize, smart organizations are focusing on building durable domain intelligence like specialized ontologies, policy frameworks, and evaluation suites that will provide lasting competitive advantages.