Callback plugins allow Ansible to control its output and send data to other systems. They respond to events like tasks starting or failing. There are over 30 built-in callback plugins that format output or send it to services like Slack. Developers can write custom callback plugins by creating Python classes that define functions corresponding to Ansible events. The CSV callback plugin formats Ansible output as CSV for reporting purposes.