ETL Tools Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on ETL Tools
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
ETL Tools Articles
What Is a Data Pipeline? Types, Solutions, and Examples
Say you manage a sizable online bookshop. It’s always open. Every minute or second, customers place and pay for orders. Your website has to quickly execute numerous transactions using modest data, such as user IDs, payment card numbers, and order information.
by Samudyata Bhat
What’s in a Name: ETL, ELT, and Reverse ETL?
With the advent of automation, data volume, size, and speed are constantly evolving. The bigger concern that data teams face now is managing this enormous amount of data. Rising amounts of data bring about the need to warehouse it. The data warehousing process consists of three basic steps: extract, transform, and load, generally performed using ETL tools.
by Shalaka Joshi
All You Need to Know about G2’s Reverse ETL Category
Remember that online newspaper or magazine subscription you purchased and promised to read daily but never did? Your email is now cluttered with great information, but you barely have the time to read through it. This sums up the situation regarding data. Due to the enormous amount of data being generated, many companies cannot make the best use of it. Managing these considerable data volumes is daunting, and businesses may never use some of them. The cost of this, however, is companies miss out on the ability to generate priceless insights about their business.
by Preethica Furtado
How Data Integration Helps Make Strategic Decisions
Distributed data is like scattered pieces of a puzzle.
by Sagar Joshi
Introducing G2’s Latest Category: Data Warehouse Automation
The data warehouse software market is booming. According to a report by Yellowbrick, it is estimated that the size of this market will be over $30 billion by 2025.
by Preethica Furtado
ETL Tools Glossary Terms
ETL Tools Discussions
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Question on: Maia
What is Matillion ETL used for?
What is Matillion ETL used for?
ETL is central to data engineering, but legacy tools keep teams tied to code. Matillion’s Data Productivity Cloud powers Maia, the first true agentic data team, applying AI to modern ETL workflows. Maia autonomously builds, validates, and optimizes pipelines end-to-end, handling extraction, transformation, and loading across cloud platforms. Governance and security are embedded throughout, while failures are predicted and prevented proactively. Teams gain faster, more reliable delivery of trusted data, freeing engineers to focus on strategic projects rather than repetitive coding. Decision-makers get actionable insights sooner, and organizations can scale analytics and AI initiatives without bottlenecks. With Maia, ETL becomes a growth driver, not a maintenance burden.
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Question on: Sesame Software
What is Relational Junction used for?
What is Relational Junction used for?
Relational Junction is utilized for secure and efficient integration and replication of data, seamlessly connecting various sources across cloud, hybrid, and on-premise environments. Its patented scalability guarantees extensive access to essential business data, allowing for a comprehensive view within chosen BI tools.
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Question on: COZYROC Solutions
What is COZYROC SSIS+ Library used for?
What is COZYROC SSIS+ Library used for?
The cozyroc library fills a void between the standard ssis tools and what a ETL developer can imagine. Connections to data sources are enhanced and also fill the gap of missing items such as sFTP. A JavaScript component has a plethora of templates to solve nearly everything imaginable. It makes my job as an ETL developer easier
ETL Tools Reports
Mid-Market Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Enterprise Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Momentum Grid® Report for ETL Tools
Fall 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Enterprise Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Small-Business Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Momentum Grid® Report for ETL Tools
Summer 2026
G2 Report: Momentum Grid® Report







