Incident Management
Practical
By Samson Tanimawo, PhD
Published Jan 27, 2026
4 min read
Incident Volume By Time of Day
Most incidents fire during business hours. The patterns and the staffing implications.
Live workflow · 3 working · 1 queuedLive
Signal · gather Working
Decide · pick action Working
Apply · with verify Working
Learn · update playbook Queued
Pattern
Business hours: more deploys, more traffic, more incidents.
Off-hours: fewer incidents but longer MTTR (smaller teams).
Staffing
Day shift well-staffed. Night shift smaller; more on-call.
Match the staffing to the volume pattern.
Policy
Tight deploy windows during off-hours.
Reduces incident volume during reduced staffing.