Apache Kafka is a scalable, distributed streaming platform that enables real-time data flows between systems. It acts as a central hub for publishing, storing, and processing high-throughput data streams, ensuring reliable, fault-tolerant message delivery. Widely used in AI infrastructure, Kafka supports applications requiring instantaneous data analysis, event tracking, and integration across diverse data sources.