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
0
Question on: Adeptia
What is Adeptia Connect used for?
What is Adeptia Connect used for?
Great question, and worth a quick clarification on naming: Adeptia Connect is now Adeptia Automate, our Intelligent ETL platform currently at version 5.2. Same trusted platform, significantly evolved.
At its core, Adeptia Automate is used by enterprise organizations to connect, transform, and deliver data across internal systems, external partners, and business ecosystems, particularly where that data is messy, inconsistent, or high-volume.
Most common use cases our customers run on the platform:
1. Partner & customer onboarding — automating the ingestion of data from external partners, brokers, suppliers, and customers who each send data in different formats (EDI, CSV, API, SFTP, spreadsheets, PDFs)
2. EDI modernization — replacing brittle, developer-dependent EDI processes with AI-assisted mapping that adapts when schemas or formats change
3. Data transformation & validation — applying business rules, compliance logic, and data quality checks without writing code
B2B data exchange — connecting enterprise systems (ERP, CRM, warehouse) with trading partner ecosystems at scale
4. Intelligent Document Processing — extracting structured data from unstructured sources like PDFs, emails, and scanned documents
5. Operational workflow automation — orchestrating multi-step data flows across systems with real-time monitoring and self-healing pipelines
The platform is now AI-native end to end with AI-assisted mapping that auto-adapts to schema changes, natural language business rules, and agentic access via MCP so AI systems can directly query and drive integration workflows.
The platform is used across financial services, insurance, manufacturing, and healthcare — anywhere enterprises need trusted, business-ready data delivered reliably across complex partner ecosystems.
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Question on: Data Fetcher
What is Data Fetcher used for?
What is Data Fetcher used for?
Data Fetcher connects Airtable to any app or API with no-code.
The most common use cases include: generating text with OpenAI, importing marketing metrics from Facebook Ads, Google Analytics etc, importing financial data like exchange rates and stock/crypto prices, looking up geolocation data like distances and addresses.
Data Fetcher has no-code integrations that let you do all of this and more. It also allows users to connect to any third-party API or remote file using custom requests. It's easier than scripting or hosting your own code.
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Question on: Omniscope Evo
What is Omniscope Evo used for?
What is Omniscope Evo used for?
Visokio Omniscope Evo is an advanced Business Intelligence (BI) and data analytics platform that empowers key decision-makers, business managers, data managers, data analysts, and data scientists with comprehensive data integration, processing, analytics, and reporting capabilities.
Its ability to seamlessly integrate a variety of data sources, files, databases, APIs as well as online services, ensures businesses can fully utilise their data assets.
Omniscope's advanced analytics, AI and machine learning capabilities provide deep insights for strategic decision-making, while its interactive reports and dashboards make complex data accessible to all levels of decision-makers.
As a web-based app, it supports collaborative work, enabling team members to access, share, and contribute to analyses from anywhere, enhancing productivity and efficiency in data-driven projects.
Omniscope Evo also allows for custom scripting in languages like R or Python, offering tailored solutions for specialised analytical tasks. This flexibility and extensibility make it an ideal choice for organisations looking to address complex data challenges.
Finally, Omniscope Evo offers a white-label licensing option, allowing organisations to create their own fully branded data applications, seamlessly integrated into their data stack. This enables businesses to enhance their branding while delivering personalised data insights, both internally and to external clients, reinforcing the platform's role as a key asset in data-driven decision-making and strategic planning.
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







