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ETL Software with Collaboration Tools (2026)

Last updated: March 2026

Key features of ETL Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Multiple Data Sources: Users value the ability to effortlessly connect, consolidate, and manage data from diverse sources, including various databases and APIs. 97% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Reviewers appreciate the ease and flexibility of importing and exporting data in multiple formats, ensuring seamless data movement. 96% of reviewers rated this feature as important or highly important.
  • Data Connectors: Users highlight the extensive range of pre-built connectors, simplifying data integration and eliminating the need for custom solutions. 95% of reviewers rated this feature as important or highly important.
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44 software options

MuleSoft Anypoint Platform logo

The complete platform for SOA, SaaS integration & APIs

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MuleSoft Anypoint Platform is a hybrid enterprise integration platform for integration of systems, data, and APIs. It provides tools for integration, APIs, and automation, enabling users to build, deploy, secure, and manage integrations across on-premises and cloud environments. Features include Integration Code Builder, Exchange Connectors, API management, RPA, AI-enabled data extraction, and pre-built solutions, helping enterprises accelerate IT delivery and automate security.

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The AI and Data Products Platform

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Domo is a comprehensive AI and data platform that connects and prepares data from any source, enabling users to transform it into insights. It helps users automate workflows, predict trends, and provide answers directly from the source for data-driven decisions.

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Cloudiway logo

Cloud-based migration and data transfer software

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Cloudiway is a cloud-based ETL software that helps businesses migrate emails, files, sites, and groups through a unified platform.

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ClicData logo

The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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Workato logo

AI orchestration & integration platform

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Workato Enterprise MCP is a Message Control Protocol platform for agentic AI that connects AI agents to various business applications. Built on the Workato integration platform as a service, the platform enables organizations to construct secure and scalable agentic AI workflows capable of executing complex business processes across multiple systems.

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Matillion logo

Extract, transform, load platform for cloud data warehouses

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Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

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Whatagraph logo

The easiest marketing intelligence platform you’ll ever use

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No-code marketing data platform for agencies and in-house teams to connect, organize, visualize, and share all your marketing data. Easily extract data from different sources, transform, and load it to a data warehouse. Set up automated transfers to BigQuery, with no previous data knowledge.

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Two Minute Reports logo

Software for monitoring and analyzing marketing data

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Two Minute Reports is an add-on for Google Sheets and Google Data Studio applications, designed to help businesses connect multiple data sources to view, monitor, analyze, and report marketing metrics on a unified portal. The platform enables users to create interactive dashboards and generate reports for reference.

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Altosio Migration Tool logo

SAAS platform to migrate between different software vendors

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Altosio Migration Tool is a SAAS platform that allows businesses to migrate between cloud-based applications such as Trello, Asana, Planner, Microsoft365, Google Workspace. Altosio Migration Tool also offers custom scripts to help teams achieve the most out of Microsoft365 and Google subscriptions.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Easyflow logo

Automation and business intelligence platform

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Easyflow.io is an advanced platform that combines process automation and business intelligence capabilities to empower users to streamline their operations and make data-driven decisions.

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Gathr logo

Power AI with complete data context

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Gathr is a Data+AI fabric, helping enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence.

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Singular logo

Next-gen marketing analytics and attribution platform

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Clean, organized marketing data, automatically loaded to your data warehouse of choice for a unified view of all your data.

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Zema Enterprise  logo

Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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Funnel logo

Marketing data aggregation and reporting platform

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Funnel is a marketing intelligence platform that aggregates data from multiple marketing sources into a centralized hub. The platform offers multiple connectors to integrate data from various advertising and analytics platforms, enabling automated reporting and data warehouse integration. Funnel provides AI-based measurement tools including marketing mix modeling and multi-touch attribution to analyze campaign performance across channels.

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Improvado logo

Marketing analytics and intelligence platform

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Connect 500+ data sources, extract 40,000+ unique data fields, apply intelligent transformations, and seamlessly load clean, structured data to any destination—all without writing a line of code. Focus on insights, not maintenance.

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AnalyticsCreator logo

Metadata-driven design studio for automated data engineering

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AnalyticsCreator replaces manual ETL scripting with metadata-driven automation. It generates optimized SQL, SSIS, and Azure Data Factory pipelines automatically, reducing errors, accelerating delivery, and keeping full transparency of every transformation.

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Integrate.io logo

The Only Complete "No-Code" Data Pipeline Solution.

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Integrate.io is the first platform with a complete set of tools & connectors for true data-driven decision making. Unify Your Data Stack: Become Clairvoyant.

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Jaspersoft logo

Business Intelligence solution

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Jaspersoft helps you deliver the reporting and analytics your customers want, without burdening your development team.

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Talend Data Fabric logo

Talend, a leader in cloud data integration & data integrity

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Talend Data Fabric offers a single suite of apps to help enterprises collect, govern, transform and share data, enabling users to shorten the time to trusted data.

Over 4,250 organizations across the globe have chosen Talend to help them turn all their raw data into trusted data.

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MyReport logo

MyReport is designed for SMBs and mid-sized companies.

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MyReport is an all-in-one Business Intelligence solution designed for SMBs and mid-sized companies that want to take control of their data and steer their business with confidence.

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SAS Data Management logo

Data management platform for executing ETL and ELT workflows

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SAS Data Management is designed to help organizations access, edit, and visualize business data across various cloud platforms and legacy systems. It allows businesses to execute extract, transform, load (ETL) and extract, load, transform (ELT) workflows and configure metadata functions.

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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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Nexla logo

Cloud-based data integration platform

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Nexla’s is a no/low-code data integration platform enables enterprises to create and share ready-to-use data across all ecosystems, including production-grade GenAI model inference.

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CloverDX logo

Solving real-world data challenges

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CloverDX is developer-friendly data integration platform for cloud, on-premise or hybrid scenarios. Combines visual design with fully featured IDE for prototyping, debugging, deploying and operating even the most complex data jobs.

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