Outcome Distribution Kit

Outcome Distribution Kit is a command-line tool for building realistic models of uncertain outcomes. It uses Monte Carlo simulation to turn ranges of assumptions into probability distributions, showing you percentiles, medians, and thresholds instead of false certainty. The tool is built for founders, product managers, and operations leads who need better conversations about delivery dates, revenue envelopes, and hiring capacity. You can download a free sample to test with real scenarios, or purchase the full kit for commercial use.