How do you know if a software project will have ROI?

We calculate a baseline: man-hours, errors, current software costs, delays, and lost opportunities. We then estimate how much the new system can reduce those costs or increase capacity and margin, subtracting development, infrastructure, and maintenance. ROI is verified after launch using the same KPIs, not just stated in the quote.