CRAFT is a probabilistic forecasting framework that turns recent multivariate time-series behavior into comparable trajectory patterns. It detects regime structure, retrieves historically similar future analogues, and samples plausible forward paths. The result is an interpretable set of forecast distributions for returns, levels, scenarios, and uncertainty-aware decision making.