AI in Motion: Orchestrating AI at Scale for Sovereignty and Resilience

Artificial intelligence is scaling rapidly across enterprises, but fragmented AI deployments are creating governance challenges, operational complexity, and increasing financial risk. This IBM Institute for Business Value report, developed with the Dubai Future Foundation, introduces orchestration-led AI governance as a framework for coordinating AI models, agents, data, and workflows while improving visibility, security, and resilience. Based on a global survey of more than 1,000 executives, the research demonstrates how organizations using AI orchestration achieve faster AI scaling, stronger governance, higher productivity, improved ROI, and better compliance while supporting sovereign AI strategies and enterprise-wide resilience.