Best ETL Software for Outreach

RestApp is a No Code Data Activation Platform that provides anyone with an all-in one solution to connect, model and sync any data using his favorite tools. RestApp allows Data & Ops teams activate data in minutes using No-Code by: Connecting to your favorite databases and business apps Drag-and-drop SQL, NoSQL, and Python functions to model your data and then create and share queries with your colleagues - Automatically sync your data with your tools RestApp makes it easy to use our templates to: - Computing your main financial KPIs: churn rate, MRR, ARR, ACV, ARPU, LVT - Calculating your customers' lead scoring - Generate automatic cohort analyses

Sync data to flat files or sheets.

Meltano offers the most flexibility in deployment options. You control your data stack from beginning to end. Since years, a growing number of connectors has been in production. You can run workflows in isolated environments and execute end-to-end testing. You can also version control everything. Open source gives you the power and flexibility to create your ideal data stack. You can easily define your entire project in code and work confidently with your team. The Meltano CLI allows you to quickly create your project and make it easy to replicate data. Meltano was designed to be the most efficient way to run dbt and manage your transformations. Your entire data stack can be defined in your project. This makes it easy to deploy it to production.

Easy data management will power your business. Connect, transform and visualise your data quickly and scalable. Kleene allows you to easily access all of the data in your SaaS application. Once the data has been extracted, it's stored and organized into a cloud data warehouse. The data is cleaned up and organized to be used for analysis. Dashboards that are easy to use to gain insights and make data driven decisions to drive your growth. Never waste time again creating your own data pipelines. 150+ pre-built data connectors library. Custom connectors can be built on demand. Always work with the latest data. Setup your data warehouse within minutes, without any engineering. Our unique transformation tools will accelerate your data model creation. Best-in class data pipeline management and observability. Kleene offers industry-leading dashboard templates. Our industry expertise will help you to improve your dashboards.

Singer explains how data extraction scripts called taps and data loading scripts called targets should communicate. This allows them to be used in any combination to move any data from any source to any destination. You can send data between web APIs, databases, files, queues, or just about any other type of data you can think of. Simple applications with pipes, called singer taps and targets, are all that's required. There are no daemons nor complicated plugins. Singer applications communicate with JSON which makes them easy to use and implement in any programming language. Singer supports JSON Schema, which allows for rich data types and rigid structures when required. Singer makes it easy for incremental extraction to be supported by Singer's state-preserving invocations.