StreamSets is a modern DataOps Platform that helps customers build resilient data pipelines to enrich enterprise logs and other data before ingesting it into their data lake(s). ChaosSearch, on the other hand, is a cloud data platform designed to solve data lake analytics at scale, leveraging public cloud architecture. The two tools complement each other by providing data enrichment and smart pipeline capabilities that enable customers to ingest and analyze data from virtually any source, centralize data in cost-effective Amazon S3 cloud object storage, and activate data for multi-model analytics at scale. StreamSets solves the problem of data drift detection and provides support for multiple data formats, making it an ideal complement to ChaosSearch. By combining the two tools, AWS customers can transform their data into actionable insights that inform business decision-making.