Building Kafka on top of S3 presents several challenges, including data consistency, latency issues, and the need for efficient data retrieval. The article explores these obstacles in depth and discusses potential solutions and architectural considerations necessary for successful integration. Understanding these challenges is crucial for engineers looking to leverage Kafka with S3 effectively.