Which Cloud Architecture Decision Do Tech Leaders Regret Most? Treating AI Like Just Another Workload
Tech leaders often regret treating AI like just another cloud workload, as AI systems fundamentally differ in behavior and scaling from traditional applications. Unlike deterministic and predictably scalable workloads, AI involves dynamic, conditional execution that challenges existing cloud architecture assumptions, leading to issues in cost management, governance, and system design if not properly accommodated.







