The document discusses operationalizing software-defined networking (SDN) and introducing artificial intelligence capabilities. It describes how machine learning can optimize network resource utilization and enable self-organizing, self-optimizing networks. Examples of applications discussed include intent-based service activation, predictive maintenance using optical network monitoring data, and using neural networks to estimate network performance and optimize channel configurations.