Machine learning (ML) is raising the performance bar across business functions. In finance, ML is improving forecast accuracy and uncovering new insights for more informed decision-making. ML can also improve agility by shrinking the resources required to create and update forecasts, which in turn can speed up the forecasting cycle from monthly to weekly, weekly to daily, and daily to near real-time.