Contact centers are uniquely good at scaling the work they were supposed to eliminate. Repeat contacts get treated as inbound volume. Failure demand gets forecast like real demand. Capacity models size to the queue that exists instead of the queue that should exist. The operation becomes highly efficient at creating its own workload.
The mechanism is operational, not behavioral. Volume × AHT measures cost — not strategy. Without resolution as a planning variable, capacity sizing absorbs failure demand instead of removing it. The workforce works harder, the dashboard turns greener, the customer churns anyway.
Outcome-based workforce management changes the math. True Workload = Volume × AHT × (1 ÷ Resolution Rate). When resolution drops, true workload spikes — even when offered volume is flat. Plan to the formula and the operation stops staffing around symptoms.
Related: /contact-center-operations · /workforce-management · /expertise/outcome-based-workforce-management · /book.