The increasing progression of AI development necessitates a strategic plan for executive decision-makers. Just adopting Machine Learning solutions isn't enough; a integrated framework is crucial to verify optimal value and minimize likely drawbacks. This involves assessing current infrastructure, pinpointing specific business targets, and creating