Artificial intelligence has moved from experimentation to expectation. Organizations across industries are investing in AI to automate processes, analyze data, improve customer experiences, and develop new services. Yet despite the enthusiasm, many companies still struggle to translate AI investments into meaningful transformation. Projects remain stuck in pilot phases, initiatives are scattered across departments, and results often fall short of expectations.