Singer is an open source tool that helps bring order to the messy world of custom ETL scripts. Singer allows users to mix and match inputs and outputs, making their ETL processes much more modular–and therefore easier to run and maintain. Singer uses JSON to move all data between sources and destinations, so you won’t have to worry about incompatible formats once you’ve set your ETL tasks up to run. Panoply’s integration with Singer makes it easy to move data from anywhere with a supported tap–Singer’s term for a data collection script–into an automated cloud warehouse. And since Singer is open source and supported by a broad community of developers, if you can’t find the tap you need, you can just write your own, without having to worry about building loading functions for Panoply.
Domo is a seven-system platform built for business team and customer data management collaboration and monetization. With over 1000 data connectors, this BI tool stores all your data in one place and automatically updates it. Domo’s Card Builder tool visualizes your raw data in real time in minutes. Domo’s built-in functions make it easy to prep your data and create your own predictive models and alerts. Domo’s drop-and-drag ETL is easy for nonprogrammers. But you can make your Domo ETL work more powerful, faster and easier with Panoply’s one-click Domo integration. Panoply sorts, simplifies and manages your data and your entire ETL process. It’s the only fully integrated cloud service that combines an automated ETL with a data warehouse.