Ensuring Atomicity, Consistency, Isolation, and Durability (ACID) in data systems is crucial for maintaining data integrity, especially in environments with concurrent operations. By the end of this blog you will understand how lakehouse table formats like Apache Hudi, Apache Iceberg & Delta Lake implement ACID properties, enabling reliable data ingestion, consistent query results, and robust concurrency control over large-scale datasets.