As IT services continue to be consumed and delivered in a cloud-based infrastructure, DevOps processes are increasingly instrumenting this environment, while microservices-driven apps are replacing traditional monolithic architectures. This shift is driving the need for better data monitoring and analysis than ever before, as organizations seek to improve their ability to navigate these changes. When evaluating a Data Monitoring solution, it's essential to consider key factors such as scalability, security, and integration with existing tools and processes. To develop an effective monitoring strategy, businesses should ask themselves questions like what metrics are most important for their use case, how data will be visualized and presented, and what level of alerting and notification is required. By considering these factors, organizations can choose a Data Monitoring solution that meets their specific needs and helps them stay ahead in the rapidly evolving IT landscape.