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Phoenix Advanced Forecasting provides a sophisticated probabilistic layer for venture capital and private equity fund modeling, designed to sit atop a validated deterministic core. It enables financial analysts to move beyond static spreadsheets by implementing graduation and exit engines, complex MOIC variants, and automated reserves optimization. By integrating Monte Carlo simulations and scenario management, the skill helps fund managers visualize distributions of TVPI, DPI, and IRR, allowing for data-driven decision-making in capital allocation and portfolio management while maintaining Excel-level precision.