Once we have runned the predictions, we can create several KPI to evaluate the best performing cases and aggregate them to compare the new discounts to historical and zero discount scenarios.

![uplift_markdown.png](OWrs0ExQmk4W)

Metrics like profit per item,  revenue, uplift are computed accross all scenrios

![scenario_markdown.png](aY0iZ1EF4ErZ)

We aggregate all results to identify the best configuration and compare it to the baselines.