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.
Zoho Analytics is a self-service business intelligence and reporting tool that creates embeddable data visualizations and shareable dashboards. With this BI tool, users can extract and blend big data from multiple sources to populate reports and dashboards with their business insights. Zoho Analytics’ user-friendly UI and visualization tools make it easy for even non-programmers to get relevant analytics from their business data. A built-in AI automatically produces reports and widgets in answer to your typed questions and alerts you of any outliers or anomalies.
You can add enterprise-level power, speed, and security to your Zoho Analytics data operations with the Panoply integration. Panoply’s AI-driven data pipeline streamlines and manages the entire ETL process for you. It’s the only fully integrated cloud service that combines an automated ETL with a smart data warehouse.