From our years of working with SOC teams to streamline their phishing responses, we've learned that dealing with phishing incidents are not only a time sink, but many incidents turn out to be false positives. As we analyzed the phishing investigative process, we realized this is a classic case for machine learning. The result? A phishing e-mail classifier that can be trained to predict malicious phishing emails with a high degree of accuracy.