Seasonal building-permit spikes create temporary completeness dips that trip a static DQ threshold every spring. What measurement design change is needed?
Select an answer to reveal the explanation.
Short Explanation
Spring permit rushes make static completeness alarms cry wolf. Thresholds should respect known seasonal or volume patterns so real failures still stand out. Design measurement for the calendar the business actually lives.
Full Explanation
Static thresholds assume stable volumes and capture behavior. Seasonal permit spikes can change lag and completeness profiles without indicating the same operational failure mode. Threshold design should incorporate known calendars, cohorts, or control limits that reflect seasonality. That preserves sensitivity to true incidents while reducing false alarms that train staff to ignore red metrics.