The document discusses the application of machine learning in real-time with Apache Kafka, highlighting how it can uncover insights and optimize business processes. It covers building and applying analytic models using H2O.ai and includes a live demonstration for predicting airline flight delays. Key considerations for using Kafka streams for processing are also outlined, including the need for readiness in processes and validation before production.