The automated dispatcher versus the empowered planner

Agentic AI becomes operationally credible when it owns bounded tasks within a defined planning workflow. Parameter maintenance, exception analysis and preparation can be delegated differently from decisions that commit scarce capacity, inventory or customer service. The operating model therefore matters as much as the agent capability.