From AI experimentation to operational impact: What leaders need to get right

This article examines the challenges organizations face when scaling AI from proofs-of-concept to production, stressing the need to prioritize high-value use cases, align efforts with measurable business outcomes, and establish continuous governance, monitoring, and operational processes to manage adaptive AI systems and security risks.