Forecasts have a special ability to appear assured until reality shows otherwise. When a revenue goal is missed, demand unexpectedly increases, or supply costs suddenly shift, yesterday's optimistic forecast subtly turns into today's bitter lesson.
The problem is rarely the forecasting model itself. Most dashboards hide the uncertainty behind every prediction. Leaders end up making multimillion-dollar calls without ever seeing the full range of outcomes they should be planning for.