Begin with a decision

A dashboard is useful when it supports a decision someone is responsible for making. Start with the questions an operating team needs to answer during the day: what is waiting, where an exception occurred, and which item needs attention next.

Connect each view to an owner and a possible action. A total may provide context, but it rarely explains a specific interruption. Give people a path from the summary to the work, the current state, and the events that led there.

Distinguish activity from an actionable signal

An activity feed shows what happened. An operational signal explains why it may matter now. Define signals around the journey and its conditions, such as an item waiting for required information or a handoff that has no accepted owner.

Keep thresholds and escalation rules understandable. Avoid creating a notification for every update. Where several events describe the same situation, present the situation with its context instead of asking the team to reconstruct it from separate alerts.

Keep the context attached

A useful exception view includes ownership, affected work, relevant system context, and the next available action. It should also show whether someone has acknowledged or resolved the issue so teams do not duplicate effort.

Review the signals with the people who respond to them. Ask which views change a decision and which simply add noise. Operational visibility evolves as the workflow changes; it should remain part of the operating model rather than becoming a separate reporting exercise.