For customers with contact lists consisting of millions of master records such as Intesa Sanpaolo, we develop data Quality and Delivery Intelligence projects with predictive features (probability of opening, best time delivery). Upstream of the project we activate data normalization procedures, formal error deletion, bounce and spam trap detection management, platform feedback logging