The rapid pace of AI development necessitates a strategic plan for corporate management. Just adopting Machine Learning platforms isn't enough; a well-defined framework is vital to ensure optimal benefit and minimize potential risks. This involves analyzing current infrastructure, identifying defined business objectives, and establishing a roadmap