Three months of running a retail company with an AI team: 12,132 logged agent tasks, 158 scheduled jobs, and a human task queue where 611 of 758 items are still open. The bottleneck was never the agents. Here is the data, the design mistakes, and what I would build first.

• Tech
• July 29, 2026