Off-Hours Transitions

This visual shows when — not just how often — workflow transitions are happening. Transitions outside of business hours or on weekends are not automatically suspicious, but they stand out when they occur in volume or follow a recurring pattern.

In a compliance context, off-hours activity can indicate that tickets are being closed or manipulated at times when oversight is reduced. Combined with other signals in this module, it helps build a fuller picture of unusual behavior.

What you can conclude

• Isolated off-hours transitions are usually harmless — look for recurring patterns on the same day or time slot.
• Weekend activity combined with rapid transitions or backward moves is a stronger compliance signal.
• A heatmap that stays dark outside office hours indicates normal, well-governed workflow activity.

How this chart works

Day-of-week × ISO-week calendar heatmap showing the count of status transitions occurring outside business hours — defined as before 08:00 or after 18:00 UTC, or on Saturday and Sunday. Cell color: low → medium → high → critical. Note: business hours are fixed at UTC — this may produce false positives for distributed teams.