We provide serverless data analytics overlay on top of your S3 Data Lake. It runs scalable, on-the-fly analytics from cold data (S3), applications (code), and hot services (APIs) with embedded databases like DuckDB (OLAP) and SQLite (row store). No pre-caching, no managing clusters, and no problems. We merge data, apps, and services into hot analytics pools of data.