Introduction Artificial intelligence has moved from experimentation to business necessity. Organizations across industries are using AI to automate repetitive work, improve customer experiences, optimize operations, enhance decision-making, and uncover new growth opportunities. However, many businesses rush into AI by purchasing tools before defining a clear strategy. This often leads to disconnected systems, low employee adoption, unclear returns, and wasted investment. Succ