AWX is a web-based user interface, REST API, and task engine built on top of Ansible. It allows users to run Ansible playbooks from a source code repository on nodes using a GUI or API. AWX provides features like real-time playbook output, push button deployment, authentication methods, projects/jobs/workflows, security, notifications, logging, and scheduling. It uses a full RBAC security model and can be installed on Docker, Kubernetes, or OpenShift with default containers for its components like Postgres, RabbitMQ, and Memcached.