There are a flood of stories coming out on nearly a daily basis about how enterprises are using AI/ML to transform their businesses. However, for every success story out there, there is at least an equal number who have struggled to deliver on the promises this revolutionary technology offers. This talk will highlight some "reflections from the trenches" regarding executing AI/ML in the enterprise and offer some suggestions to organizations (large and small) to better set themselves up for success.