Summary
The 2026 State of Application Strategy Report presents findings from the 2026 F5 State of Application Strategy Survey, which illustrates the integration of AI inference into organizational architectures. The report indicates that organizations are increasingly operating their own AI inference services, with an average of seven AI models in production. It highlights that 78% of organizations are managing AI inference themselves, marking a shift from AI experimentation to operational necessity. The survey reveals that 93% of organizations are utilizing hybrid multicloud environments, and 98% are modifying their applications to accommodate AI agents. The findings suggest that the complexity and security challenges associated with distributed AI inference are significant, and organizations must adapt their operational strategies accordingly. The report emphasizes the importance of managing these complexities to optimize AI deployments and maintain business efficiency in an evolving technological landscape.
