Connect to Intercom— Operations —
Queue Management
— Definition —
Queue Management is the practice of monitoring, organizing, and prioritizing the pool of open support tickets to ensure timely handling according to SLAs and business priorities. It includes real-time visibility into queue depth, ticket aging, priority distribution, and agent assignment. Effective queue management prevents backlog accumulation, ensures high-priority tickets are handled first, and gives shift leads the data needed to make real-time staffing and routing decisions.
— Benchmark ranges —
B2B SaaS, intraday queue health signals
HealthyNo tickets over 2× SLA age, queue trending down
Watch5–15% of tickets approaching SLA breach
At risk>15% of tickets at or past SLA target
— Common mistakes —
- 1Managing the queue by total count instead of aging — 200 tickets filed in the last hour is healthy; 200 tickets average 18 hours old is a crisis.
- 2Not assigning queue ownership to a specific role — queue health degrades when "everyone is responsible" for monitoring it. Assign a dedicated queue manager role or rotation.
- 3Over-relying on automated assignment without human oversight — auto-routing handles normal patterns; a shift lead needs to manually intervene during spikes, agent absences, or priority incidents.
- 4Treating all tickets in the queue as equal — a P1 ticket from an enterprise customer and a P4 feature request should not compete for the same agent attention.
— Related metrics —