The CRM (Customer Relationship Management) market is undergoing significant changes, facing major structural and technological challenges. The inefficiency of commercial emails, with 80% unread according to Notify, highlights an oversaturation of inboxes and increasing digital pressure. Simultaneously, artificial intelligence (AI) emerges as a disruptive factor, redefining traditional CRM paradigms and promising a substantial improvement in customer engagement. Companies must navigate this complex landscape where AI and automation become key elements to remain competitive.