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Back office work does not arrive in a queue or resolve in one touch. Here is why contact center WFM fails there and what to use instead.

When AI handles the simple contacts, the work left for humans changes shape. Here is how to forecast and staff a hybrid floor.

Deflection cuts contact volume while the underlying workload stays. Forecast AI-assisted and human work as separate demand streams.

Queue-based forecasting breaks because one contact no longer equals one unit of work. Model the activities behind each interaction instead.

Put AI to work on the floor safely: automate the low-risk tasks first and keep a human able to shape every customer-facing decision.

Learn how Zillow modernized workforce planning with Aspect, embedding licensing rules into scheduling, improving forecasting accuracy, and transforming WFM into a strategic, data-driven function for their 1,000+ seat contact center.