A shift in software design is emerging as organizations move toward systems built around agentic artificial intelligence rather than conventional, rules-based architectures. Microsoft and NVIDIA have outlined how these approaches are taking shape across industries, describing a transition in which AI models are no longer add-on components but central elements of infrastructure, logic, and workflow design.
Their combined view reflects an environment where rapid iteration, automated reasoning, and specialized compute platforms are beginning to influence the next generation of software development.
The companies point to a pattern among early adopters in which development cycles that once required months can now be condensed into hours, driven by tighter integration between models, tooling, and deployment pipelines. Several organizations have already begun using agent-based systems in operational contexts, applying them to logistics, research…