Explore the transformative power of data-driven network automation in this 31-minute conference talk by Jason Edelman from Network to Code. Learn how clean, quality network data forms the foundation for successful automation initiatives while addressing common challenges like fragmented data across systems and undocumented repositories. Gain insights into treating networks as stateful entities with defined desired states, and discover how to establish a golden truth for network operations. Master the comparison between actual network behavior and established standards, while understanding key organizational considerations for implementing Source of Truth (SoT) systems and embracing network automation effectively.