Reflecting on Networking Field Day 13, Rob Coote discusses the Forward Networks platform with its groundbreaking digital twin technology, allowing a detailed grasp of network configurations and potential impact of changes. Since then, their continuous evolution was showcased at Networking Field Day 34, where Forward Networks revealed its integration of AI and LLM into their established platform, providing a refined, natural language query experience and heightening network visibility. This trajectory not only illustrates Forward Networks’ commitment to innovation but also exemplifies how AI, when thoughtfully applied, can significantly enhance the utility and sophistication of tech solutions in network management.