Agentic AI Is Moving From Supply Chain Experimentation Into Operational Work

Executive thesis. Agentic AI becomes consequential when software can take action, not merely generate an answer. That makes authority, permissions, observability, and recovery the defining architectural questions.
The important word is agency
An AI assistant can summarize, recommend, and answer questions without changing the state of the business. An agent is more consequential because it can pursue a goal through a sequence of actions—gathering context, calling tools, evaluating results,