Forecast vs actual compares what a business case predicted with what really happened. For AI and automation, it sets the forecast benefit, such as cost reduced or hours freed, against the measured result after go-live. The difference is the gap that needs explaining. Running the comparison monthly catches shortfalls while they can still be fixed.