Edge intelligence enables enterprise stakeholders to power their edge environments with real-time analysis and decision-making. Expect many benefits to surface over the next two to four years. Implementing edge intelligence, however, calls for significant collaboration and a laser focus on the specific scenario, use case, and edges required. This report unpacks the complexity of enabling edge intelligence, including the diverse technology categories needed to deliver this capability in the eight major use cases. Part one in this series describes the drivers, benefits, and use cases to explore with edge intelligence.