In today's podcast, sponsored by IP Fabric, we dive into the IP Fabric Network Assurance platform. This platform gathers network configuration and state, and then builds a network model using a graph database. The result is a "digital twin" of the network that engineers and security teams can use for troubleshooting, to plan and verify changes, for network and security analysis, and to enable closed-loop automation. Our guests from IP Fabric are Pavel Bykov, CEO; and Daren Fulwell, Network Automation Evangelist.