Your AI Strategy Is Really a Modernization Strategy: What CIOs Must Fix Before Scaling AI

This article argues that enterprise AI success hinges on modernization of underlying systems—data consistency, APIs, identity management, observability, and infrastructure—rather than model selection. It advises CIOs to integrate AI strategy with modernization roadmaps, targeting specific business capabilities. The piece cites industry reports (Capgemini, IBM) highlighting gaps in enterprise readiness for AI agents. It emphasizes that prototypes tolerate manual processes, but scaled AI requires trusted data, controlled access, and resilient operations. The practical takeaway: build modernization around AI use cases, not as separate initiatives.