Estimating value and impact on business in data science

I am working on a data science project at a Fortune 500 company. I need to perform opportunity sizing to estimate 'size of the prize'. This would be some dollar figure that helps business gauge value/impact of the initiative and get buy in. How do you perform such analysis? Can someone share examples of how they have done this exercise as part of their work?

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