Cognitive AIOps platform using machine learning and AI to automate enterprise IT and business operations by mapping applications and infrastructure to detect root causes and autonomously remediate outages. Modular features include workload planning and risk prediction, ERP and procure-to-pay anomaly detection, self-healing digital workspace, and autonomous test/assurance capabilities.