Short-Term Forecasting with Confidence Bands
Combine historical seasonality, pipeline probabilities, and invoice schedules to project receipts. Layer known outflows like payroll and taxes, then add buffers for uncertainty. Visualize confidence bands around the baseline so decision-makers understand risk ranges, not just point estimates, before committing to purchases, marketing pushes, or capacity changes.