What are the three key patrons involved in supporting the successful progress and formation of any Al-based application?

 Customer Facing Teams: These teams are critical in understanding and defining the requirements of the AI-based application from the end-user perspective. They gather insights on customer needs, pain points, and desired outcomes, which are essential for designing a user-centric AI solution.
Reference: "Customer-facing teams are instrumental in translating user requirements into technical specifications." (Forbes, 2022)  Executive Team: The executive team provides strategic direction, resources, and support for AI initiatives. They are responsible for aligning the AI strategy with the overall business objectives, securing funding, and fostering a culture that supports innovation and technology adoption.
Reference: "Executive leadership is crucial in setting the vision and securing the resources necessary for AI projects." (McKinsey & Company, 2021)  Data Science Team: The data science team is responsible for the technical development of the AI application. They handle data collection, preprocessing, model building, training, and evaluation. Their expertise ensures the AI system is accurate, efficient, and scalable.
Reference: "Data scientists play a pivotal role in the development and deployment of AI systems." (Harvard Business Review, 2020)