Single column

Full-width pane — typical for a platform leader's cost dashboard. Hero MTD, EOM forecast vs budget, line chart with prediction band, anomaly cards with drill-down.

Two columns

Same pane embedded twice — multi-account portfolio view.

Production AWS account.

Staging AWS account.