AI for sales forecasting analyses historical sales data, pipeline velocity, and deal signals to predict future revenue with far greater accuracy than spreadsheet-based methods. It helps businesses plan staffing, inventory, and cash flow around realistic projections rather than gut feel or optimistic manager estimates.