Modern networks demand automation that teams can trust, understand, and safely evolve. Yet many organizations still struggle to move beyond ad-hoc scripts, brittle workflows, and unclear architectural models. This session introduces the NAF Automation Framework, a modular reference architecture designed by practitioners for practitioners. We will walk through its core building blocks—Intent, Observability, Collector, Executor, Orchestrator, and Presentation—and explore what makes them reliable, predictable, and scalable. By establishing a shared mental model and common lexicon, this framework helps teams align on concepts, compare architectures, and collaborate more effectively across tools, vendors, and organizational boundaries. Attendees will leave with clearer language, stronger architectural intuition, and practical patterns to accelerate automation in their own environments.