What Is a COO Dashboard?

A COO dashboard runs the physical business. Its working set is order flow (intake, in-process, stuck), fulfillment performance by node and carrier, inventory position and aging, receiving and returns backlogs, exception queues by owner, and capacity against forecast. Where the CEO view asks "are we on plan?", the COO view asks "what is stuck, who owns it, and what does it cost per day?"

What makes it different

Operations is managed in exceptions, not averages — a 98% on-time rate is invisible comfort while the 2% becomes tomorrow's escalations. The most useful COO screens are therefore exception-first: they lead with the queue of deviations, aged and priced, rather than with green summary tiles. That design is developed in Build an Exception-First Control Tower, and a concrete multi-warehouse version in the Multi-3PL Fulfillment View field guide.

Design guidance

Normalize statuses across systems before aggregating them (the status normalization problem), show freshness per data source since warehouse feeds lag unevenly, and give every exception a named owner and an age — an unowned exception is just decoration.

Related concepts

See AI control tower, executive dashboard, and alert fatigue.