JSON FLEX is a scalable analytics solution that empowers enterprise CloudOps, security, data engineers, and business analysts with powerful new tools for extracting data from complex JSON files/events. To analyze complex JSON logs, administrators can selectively flatten JSON arrays on ingest using the ChaosSearch console, or use virtual flattening techniques in Chaos Refinery to expand arrays into columns or rows as needed. Additionally, materializing data from unflattened fields and accessing values inside fields containing JSON objects or arrays as a string through query syntax provide further flexibility for analyzing complex JSON data. With these capabilities, enterprise DevOps teams can store and analyze JSON data more efficiently while mitigating the row/column explosion that often results from JSON flattening, optimizing storage and compute resources.