A 2018 essay originally appearing in The Analytics Edge, and authored by Dr. Jay Grusin and Steve Lindo of SRL Advisory Services. Grusin and Lindo explore why Target's retail strategy failed in Canada and also provides an exemplary platform for demonstrating the preventive power of Intelligence Risk Management techniques in high-stakes business decisions.