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.
With Birst’s user-friendly BI tools, enterprise users can get analytics on their data with one click. Big data is stored and processed on the cloud and shareable on multiple devices. Even the most complex business processes can be easily programmed into Birst for fast access. This platform’s built-in machine learning-based advanced algorithms and agile architecture meet the growing needs of enterprise business—speed, monetization, security and managed data sharing. Panoply with Birst saves you time and effort by continuously uploading, sorting and simplifying your data. This all-in-one ETL pipeline streams your processed, most relevant data in real time to your storage and output. Panoply is the only fully integrated cloud service that combines an automated ETL with a data warehouse.