MIT’s Center for Transportation and Logistics (CTL) hosted a virtual roundtable for its Supply Chain Exchange partners in which leading companies discussed predictive analytics. The event combined presentations from academia and industry with sharing by all attendees of their experiences, challenges, and ideas. To encourage candor, no statements in this report have been attributed to any specific company.