From AI projects to an operational capability

This article explores how enterprises are transitioning from AI pilot projects to full operational capabilities.

• •Organizations are moving past proof-of-concept phases and facing new challenges in scaling AI systems
• •The shift requires changes in infrastructure, governance, and organizational processes
• •Operational AI demands reliability, monitoring, and integration with existing enterprise workflows
• •Leadership and cultural alignment are key factors in successfully deploying AI at scale

This summary was automatically generated by AI based on the original article and may not be fully accurate.