The rapid pace of Artificial Intelligence development necessitates a forward-thinking plan for business decision-makers. Merely adopting Machine Learning solutions isn't enough; a coherent framework is essential to guarantee peak value and minimize potential risks. This involves assessing current capabilities, identifying defined business goals, an