The QueuePilot blog
Practical workforce management guides written for the people who run contact center staffing: WFM analysts, supervisors, and operations leaders. Formulas written out, benchmarks explained, no fluff. Subscribe via RSS.
How to Calculate Call Center Shrinkage (With Realistic Component Benchmarks)
A practical guide to calculating call center shrinkage: the multiplicative formula, realistic ranges for each component, the schedule gross-up, and the mistakes that quietly understaff every interval.
Schedule Adherence: Formula, Benchmarks, and What Good Looks Like
The schedule adherence formula explained, realistic 85-95 percent benchmarks, adherence versus conformance, grace windows, exception coding, and how to run adherence as a coverage signal instead of a discipline metric.
Erlang C Explained for WFM Analysts
What Erlang C actually computes, the formula in plain language, a worked staffing example, why queues are nonlinear, and where the model breaks down in real contact centers.
The Intraday Management Playbook: What to Do When the Forecast Breaks
A step-by-step intraday playbook for contact centers: how to detect forecast variance early, size the rest-of-day impact, choose between OT, VTO, and schedule moves, and close the loop afterward.
Occupancy vs Utilization: The Difference and Why It Matters
Occupancy and utilization measure different things against different denominators. The formulas, worked examples, healthy ranges, and the planning mistakes that happen when teams confuse them.
WFM for Small Contact Centers: Doing It Without Enterprise Tooling
A practical workforce management system for 20-200 seat contact centers: the minimum viable WFM loop, the math you cannot skip, what to run in spreadsheets, and when tooling starts paying for itself.