This talk advocates adding detection-oriented file analysis systems to the modern threat detection technology stack by taking an in-depth look at Strelka, Target's recently released static file analysis system. Strelka's project lead will cover an overview of these systems, review Strelka's features and design, and show how data produced by these systems can be used to find malicious files in the enterprise.