The Doctor Droid integration with Datadog automates investigations by running triage workflows on incoming alerts and organizing findings into overviews of impacted resources and potential root causes. This enables users to quickly evaluate the severity of an alert and decide on next steps, enriching their monitors with critical context and prioritizing noisy alerts. The integration also provides access to detailed evaluations, including a quality score that helps identify legitimate vs. noisy alerts, custom playbooks for initial investigative actions, and summaries of impacted resources. By combining Doctor Droid with Datadog's troubleshooting and incident response features, users can quickly assess critical issues, reduce alerting noise, and pivot directly from context to related metrics and signals within Datadog.