In this video, Professor Larru examines into the organization of an AI initiative following Google's seven steps to machine learning. The process begins with gathering relevant data, essential for the learning phase. Next, the data undergoes preparation, ensuring it's clean and suitable for the intended purpose. Through this journey, the aim is to ensure that the AI application generates tangible benefits for the organization, ultimately maximizing sales and enhancing customer experience.