In the business of building software intensive systems; estimating, performance forecasting and management, closed loop control in the presence of uncertainty for all variables is the foundation needed for increasing the probability of success.
This means math is involved in planning, estimating, measuring, analysis, and corrective actions to Keep the Program Green.
When we have past performance data, here's one approach...