Panoply.io simplifies and automates analytical data-management tasks, like data modeling, normalization and cleanup, infrastructure setup, launching servers, scaling and backup, as well as day-to-day database administration. Panoply.io uses an array of automated processes that analyze query patterns, metadata, and configurations, constantly adapting the underlying data architecture.