Understanding the key components necessary to build a successful threat hunting program starts with visibility, the appropriate tools and automation. Skilled, experienced analysts, engineers and incident responders with analytical minds who can apply concepts and approaches to a variety of different toolsets are also instrumental to the process. In this presentation, We'll describe and discuss some of the most common challenges, recommended best practices, and focus areas for achieving an effective threat hunting capability based on lessons learned over the past 15 years.