Company created the world's first multidimensional Data Observability Cloud, helping data-driven enterprises achieve operational excellence, product innovation, process agility and higher returns on data investments. Modern enterprises increasingly rely on embedded analytics and AI systems to power their business operations and decisions. Building, operating, and optimizing these systems, however, can be overwhelming. Traditional monitoring tools, while effective for web applications and microservices, don’t provide sufficient insight into distributed data, processing, and pipelines. Company's data observability tools use purpose-built analytics and monitoring to optimize embedded AI and analytics workloads. Customers like GE Digital, PhonePe (Walmart), Pubmatic, Pratt & Whitney, DBS Bank, and Oracle depend on Company to decrease data pipeline costs by over 20%, while improving reliability by more than 95%. Finance and business teams love the 15+% increase in return on data investments. Company is now building the industry's first Data Observability Cloud for hybrid data lakes and cloud data warehouses. Company's Data Observability Cloud provides on-demand operational intelligence to support embedded AI and analytics data workloads. With Company, enterprises can easily scale pipelines to meet the needs of modern business, regardless of platform or cloud environment.