The AI industry has a weird problem: the people building the tools are more excited than the people using them.

A significant disconnect exists between AI developers and end-users regarding agentic automation capabilities. While engineers celebrate autonomous research and outreach workflows, practical business users prioritize reliability and specific integration over general-purpose task automation. This gap suggests current agentic demos may lack the utility required for high-stakes operational environments.