Business operations concept · updated August 8, 2026

Queue Theory

Queue theory is the mathematical study of how items wait in line for service, applied to workflows where work queues before being processed.

Example

Understanding that pushing utilization very close to full capacity causes wait times to grow disproportionately, a result relevant to any team considering maximum capacity as a target.

Why it matters

It provides a rigorous foundation for understanding why wait times grow non-linearly as a system approaches full utilization, with direct implications for capacity planning.

Limits and cautions

Maximizing utilization is not always efficient. Very high utilization dramatically increases wait times for anything arriving unpredictably.

Relevance to Stelaah

Stelaah's capacity and scheduling views can surface queue buildup where supported.

This connection describes product intent, not a guarantee that every plan or workflow supports every related capability.