The streaming giant utilizes Apache Kafka under Keystone Pipeline to monitor real-time stream monitoring, data replication, and event processing. Using two sets of clusters - Fronting Kafka and Consumer Kafka, Netflix maintains data delivery for real-time consumers without any errors.