This paper proposes a novel three-dimensional framework—Source, Depth, and Scope—for categorizing the explanatory requirements of AI applications. This framework aims to standardize the definition of explainable AI, helping to match specific application needs with the capabilities of different machine learning techniques, thereby building trust in AI systems.