In the rapidly evolving world of agile software development, companies face the challenge of maintaining high-quality applications while continuously deploying new code to numerous servers. Traditional quality assurance methods, which involved extensive planning and testing, have become obsolete due to the complexity and volume of data involved. To address this, Coralogix proposes the concept of "Delivery Assurance," which involves a comprehensive application delivery lifecycle that integrates build cycles, continuous integration, version releases, and production monitoring. By centralizing event data from various sources, Coralogix aims to create a hub that learns the normal behavior of applications and provides automatic insights without predefined rules, allowing companies to immediately assess and compare the health of different software versions. This approach is intended to help companies adapt to the complexities of modern software delivery and ensure product quality.