Define the decision before the metric
Reporting often begins with available data. A better starting point is the decision: what needs attention, who can act and how frequently should the information be reviewed? These questions determine which measures belong on a dashboard.
A procurement report, for example, may need to expose late approvals or missing documents. A total spend figure alone may not tell the responsible team what to do next.
Make definitions visible
Agree on how each measure is calculated, which source it uses and when it refreshes. Different definitions of the same term can create apparently contradictory reports and weaken confidence in the system.
Show relevant time periods and data limitations. Users should be able to distinguish a current operational view from a historical or incomplete one.
Connect visibility to action
Reporting becomes valuable when someone is responsible for reviewing exceptions and following through. Build that ownership into the workflow, alongside the technical integration.
Start with a small set of decision-relevant measures, establish their reliability and expand only when the next measure supports a clear business need.