What is the most critical phase in the 5 Ds of AI?

The most critical phase in the 5 Ds of AI is the Discovery phase. This stage is essential because it sets the foundation for the entire AI project. During Discovery, key objectives are identified, and stakeholders clarify their needs and expectations. This phase involves understanding the problem that the AI solution aims to address, determining the data requirements, and assessing the current capabilities. Engaging in thorough Discovery helps ensure that the project is aligned with business goals and that the solution being developed is relevant and impactful. Skipping or inadequately addressing this phase can lead to misaligned projects, inefficient use of resources, and ultimately project failure, as the subsequent phases depend heavily on the insights gathered during Discovery.