New article The Five Layers of Agentic Voice
Every Industry Eventually Needs a Common Architecture. The early personal computer industry evolved from a collection of proprietary systems into an ecosystem built around common hardware architectures and operating system standards. Cloud computing eventually developed reference architectures that enabled consistent enterprise deployments. Cybersecurity evolved beyond individual security products into layered defense models. Enterprise networking adopted the OSI Model as a common way to describe how complex systems interact, regardless of the vendors involved. As emerging technologies mature, they inevitably develop common frameworks that help customers, vendors, and practitioners speak the same language.