budget-forecasting-engine

# Budget Forecasting Engine ## Overview The Budget Forecasting Engine skill provides comprehensive budgeting and forecasting capabilities using driver-based models. It supports both annual budget development and rolling forecast management with integrated variance analysis. ## Capabilities ### Driver-Based Model Construction - Revenue driver identification and modeling - Cost driver analysis and allocation - Headcount-based expense planning - Volume-based cost modeling - Activity-based costing integration - KPI linkage to financial outcomes ### Top-Down and Bottom-Up Consolidation - Department-level input collection - Multi-level rollup logic - Intercompany elimination handling - Currency consolidation - Allocation methodology support - Segment reporting alignment ### Rolling Forecast Extension - Automatic period extension - Historical accuracy tracking - Trend-based projections - Seasonal pattern recognition - Reforecast integration - Forecast lock procedures ### What-If Scenario Modeling - Assumption override capability - Scenario comparison tools - Impact quantification - Probability weighting - Decision tree support - Sensitivity tables ### Seasonality Adjustment - Historical pattern analysis - Seasonal index calculation - De-seasonalization tools - Working day adjustments - Holiday impact factors - Weather-related adjustments ### Automatic Variance Calculation - Budget vs. actual comparison - Prior period comparison - Prior year comparison - Volume/price/mix ana...