The rapid pace of Machine Learning progress necessitates a proactive strategy for business management. Merely adopting Artificial Intelligence technologies isn't enough; a well-defined framework is crucial to ensure maximum value and lessen likely challenges. This involves analyzing current infrastructure, identifying specific corporate goals, and