simulate

Run Monte Carlo simulations (default 10,000 iterations via revenue-simulator.py) of marketing scenarios — channel-mix shifts, budget reallocations, new-channel launches — reporting expected/P10/P50/P90 revenue, probability of hitting a stated target, risk-adjusted scenario ranking, and tornado-chart sensitivity analysis. Models outcomes only — commits no budget and changes no campaigns. Triggers on…