As Machine Learning transforms the landscape, CAIBS provides key guidance to corporate managers. The framework emphasizes on assisting enterprises in define a clear Artificial Intelligence roadmap, aligning automation to business goals. The strategy ensures ethical and purposeful Machine Learning adoption within the enterprise operations. Business-