Organizations struggle with implementing AI and achieving returns on investment.Transitioning AI initiatives from proof-of-concept to full-scale production is challenging.Starting with clear end goals and integrating AI into operational workflows is crucial.Strategic focus on data infrastructure and production readiness is essential for success.