Excellent job with the data profiling and segmentation. The way you’ve linked customer profiles with geographic insights really helps in identifying loss concentrations. It’s also great to see how you used Auto Insights to refine your initial patterns—it clearly resulted in a more polished and focused visualization.

Insightful dashboard! It’s interesting to see how you leveraged Oracle Analytics AI-assisted features to validate the Pareto analysis. The result is a very professional, data-driven tool for market expansion and product strategy. Well done!