Predictive AI has the potential to revolutionize industries, yet many initiatives fail to deliver real value. The crux of the issue lies in the disconnect between data professionals and business stakeholders. Often, the technical performance metrics that data scientists focus on do not resonate with decision-makers, leading to stalled projects and wasted resources. To bridge this gap, its essential for both data scientists and business leaders to establish a common understanding of value.