Why activity-based reporting does not prove service performance

Ticket counts, call volumes and closed-item totals describe busyness. They do not, on their own, prove that a service is under control.

Prefer decision-useful views

• Exceptions and breaches, not only averages
• Reopens, rework and repeat failure
• Aged work with clear ownership
• Problem and change outcomes
• Customer or stakeholder signals leaders recognise

Good management information connects numbers to owners and next actions. If a dashboard cannot drive a decision in a governance meeting, it is decoration.