Sumo Logic is a cloud-based machine data analytics company that provides real-time insights into operations, security, and business intelligence. Their platform leverages AI/ML to enhance log analytics, infrastructure monitoring, and application observability, helping organizations troubleshoot issues, detect threats, and optimize performance efficiently.