Not all AI projects are the same. A chatbot, forecasting model, document recognition tool, anomaly detection system, personalised recommendation engine or autonomous agent may all be described as AI, but each requires different data, governance and human oversight. This article explains how AI patterns help leaders frame better AI initiatives before projects begin.