Sales forecasting has become a cornerstone for businesses aiming to align operational strategies with financial realities. Accurate forecasting empowers organizations to allocate resources effectively, manage cash flow, and make informed decisions. However, the process becomes far more challenging when companies operate within complex revenue models—from usage-based products to long-term subscriptions and project-based engagements.