Tactical Precision (The 15-Day Window): As shown in the daily model, a forecast generated on January 6th identifies a critical cash deficit on January 21st driven by payroll obligations. This "early warning" grants the treasury team a 15-day strategic window to accelerate collections or negotiate terms, preventing a liquidity crisis before it occurs.