Why Problem Scoping is crucial in an AI project?

Problem Scoping is crucial in an AI project because it is the first step where we define and understand the problem thoroughly. It ensures that the project addresses a relevant and well-defined issue. By clearly defining the problem, identifying stakeholders, setting objectives and establishing constraints, problem scoping provides clear direction to the entire project. Without proper problem scoping, the AI solution may not meet the actual needs of users and resources could be wasted on solving the wrong problem.