Our goal is to simplify how cloud systems are built and managed. Jigsawml addresses the everyday challenges that cloud practitioners face by using its advanced engine that understands the unique context in which enterprises operate within the cloud, enabling a more intuitive and tailored cloud experience. Jigsawml’s uniqueness lies in its ability to automatically generate an interactive visualization of the enterprise’s entire cloud software architecture. This allows cloud teams to understand how their applications are interconnected and built on the cloud infrastructure. The platform provides a clear overview of an organization’s cloud assets and assists in solving the most pressing cloud-related challenges. Furthermore, jigsawml’s ai-driven engine allows users to ask questions about their cloud environment, delivering instant, actionable answers for smarter cloud optimization.