The Phishing Intelligence Engine (PIE) is a framework that will assist with the detection and response to phishing attacks. An Active Defense framework built around Office 365, that continuously evaluates Message Trace logs for malicious contents, and dynamically responds as threats are identified or emails are reported. This talk covers the framework and then dives into some stories from the field.