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ETL (Extract, Transform, and Load) is the process of data extraction from various sources likes databases, files, folders, etc, and transforming this data into structured and formated data to use this across the organization. The structured data is stored in data warehouses and can be loaded to use for various Business Intelligence (BI) purposes. ETL tools help you automate the entire process straight from the ingestion of data from any source, clearing the data tables, and transform to configurable and immediately queryable formats. ETL tools can help to seamlessly connect to any BI tool and start visualizing, analyzing, and sharing data insights in minutes. ETL tools are fully customizable enterprise solutions and required for handling complex data structures. Cloud-based ETL tools are scalable as you grow and overweigh the obstacles and complexities countered in a standard deployment.
Alooma enables data teams to have visibility and control. It brings data from your various data silos together into BigQuery, all in real-time. Set up and flow data in minutes or customize, enrich, and transform data on the stream before it even hits the data warehouse. Never lose an event.... read more
Parabola is an automation builder tool that lets you automate repetitive tasks without writing any code or seeking help from developers. It offers a graphical user interface to make the workflow building process seamless and intuitive. One of the major benefits of using Parabola is that live... read more
Panoply is the world’s first Smart Cloud Data Warehouse. Panoply delivers the industry’s fastest time to insights by eliminating the development and coding typically associated with transforming, integrating, and managing data. Panoply’s proprietary AI technology automatically enriches,... read more
Matillion is re-imagining traditional ETL models, leveraging the power of the cloud to quickly migrate and transform your data into actionable business insights. Modern businesses seeking competitive advantage must harness their data to gain better business insights. Matillion enables your data... read more
Foghub is a platform that offers its users with critical-path to IT/OT convergence, connecting sensors, devices, and systems with people, processes, and applications hence enabling automatic data acquisition, data engineering, transformations, advanced analytics, and ML. The software allows for its... read more
Stitch Data Loader - part of the Talend suite - is a simple, powerful ETL service for businesses of all sizes, up to and including the enterprise. More than two thousand companies use Stitch to move billions of records every day from SaaS applications and databases into data warehouses and data... read more
Blendo is the leading ETL and ELT data integration tool to dramatically simplify how you connect data sources to databases. With natively built data connection types supported, Blendo makes the extract, load, transform (ETL) process a breeze. Automate data management and data transformation to get... read more
Fivetran makes it possible to gain the insightful benefits of centralized data. Their pre-engineered connectors adjust to schema changes automatically, so you can focus on unlocking insights. Setup takes five minutes: Just authenticate your sources and data warehouse. Trigger automated... read more
ETL Tools or Extract, Transform and Load tools are required in the data warehousing process. As the name indicates, it consists of three phases: extracting the data from various structured or unstructured sources, then transform data or structuring the data to make it uniform and comply with certain standards, and lastly, loading it into the database. In a way, it's a database management system, because once you've archive data, you could use it for future purposes as well as run analytics to generate insights. There are a lot of open-source ETL tools as well as commercial ETL software, and choosing between them depends upon your needs.
For a software to be in ETL tools category, it must:
