The increasing pace of Machine Learning development necessitates a forward-thinking plan for business decision-makers. Just adopting Artificial Intelligence solutions isn't enough; a coherent framework is essential to verify optimal return and reduce likely drawbacks. This involves evaluating current resources, identifying specific business targets