In the context of the analytical data warehouse project developed for the client Tigotà, we created an experimental Dashboard for monitoring the Quality and performance of the Loyalty Program. The analysis objects represented by historicized KPIs, cover the main areas of the client's business model: behavioral clusters, store performance, consent acquisition, user contactability.OTA'