Variance analysis that drives decisions

Variance analysis fails when it becomes a dump of every line that moved. Leaders need the few drivers that explain most of the gap.

I group variances by cause — volume, rate, timing, and one-offs — then rank them by materiality. Each major driver gets a short narrative and a recommended next step.

That format keeps monthly reviews focused on decisions instead of document archaeology.