Apache Kafka is a distributed event streaming platform designed for high-throughput, real-time data pipelines and applications. In a streaming ETL (Extract, Transform, Load) workflow, Kafka often serves as the backbone for reliable data ingestion, processing, and distribution. Its scalability and fault-tolerance make it a vital component for handling continuous data streams across diverse systems.