United Arab Emirates firms rapidly adopting agentic AI technologies are encountering significant obstacles related to data availability and quality. The companies are discovering that implementing autonomous AI systems requires substantial data infrastructure that many organizations currently lack. The data constraints are slowing the region’s broader digital transformation efforts despite strong investment interest in advanced AI capabilities.