Product, Roadmaps, Strategy From Outputs to Outcomes: Building Roadmaps That Actually Matter By leveraging AI to analyze transaction data, we uncovered key customer cohorts, optimized our marketing strategies, and achieved a 50% revenue increase in key segments.