In today's business world, continuous availability, optimized performance, and security of database and application systems are crucial for an organization's success. Issues like slow response time, application failures, and security breaches can negatively impact business operations. It is in this context that the DBSnoop platform stands out as an innovative monitoring solution based on machine learning (ML) and artificial intelligence (AI). In this article, we will explore the qualities of DBSnoop, a Software as a Service (SaaS) platform, discussing its benefits, the use of database telemetry, and its security implications.