This article explores the challenges and strategies for turning AI innovations into measurable business outcomes. It examines the difficulty of establishing sustainable competitive advantages in the AI industry, proposes frameworks for measuring business impact, and emphasizes the importance of balancing technological innovation with practical business considerations.