Best ETL Tools - Page 7

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 275

Category Stats (Sep 2026)

  • Average Rating: 4.55/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cloudera (+2.21%) - Among all products in this category, Cloudera recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 19,500+ Authentic Reviews
  • 275+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for ETL Tools

G2 Grid® for ETL Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Celigo, Alteryx, Google Cloud BigQuery, FME Platform, Domo, Fivetran, and IBM watsonx.data.

Underlying data: [Grid® JSON](https://www.g2.com/categories/etl-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=celigo&focus%5B%5D=alteryx&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=fme-platform&focus%5B%5D=domo&focus%5B%5D=fivetran&focus%5B%5D=ibm-watsonx-data)

AWS Database Migration Service

AWS Database Migration Service helps you migrate databases to AWS quickly and securely. The source database remains fully operational during the migration, minimizing downtime to applications that rely on the database.

Average Rating: 4.1/5.0

Total Reviews: 47

How Do G2 Users Rate AWS Database Migration Service?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.1/10)
  • Automation: 9.0/10 (Category avg: 9.0/10)
  • Scalability: 8.5/10 (Category avg: 8.7/10)
  • Auditing: 8.0/10 (Category avg: 8.1/10)

Who Is the Company Behind AWS Database Migration Service?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Large, 32% Medium

What Are Recent G2 Reviews of AWS Database Migration Service?

What Are G2 Users Discussing About AWS Database Migration Service?

IBM Cloud Pak for Integration

IBM Cloud Pak for Integration is a set of capabilities to speed integration and scale automation, built for any hybrid cloud, within a single, unified experience. Unlock business data and assets as APIs, connect cloud and on-premise applications, reliably move data with enterprise messaging, deliver real-time event interactions, transfer data across any cloud and deploy and scale with cloud-native architecture and shared foundational services — all with end-to-end enterprise-grade security and encryption, making up the broadest set of integration capabilities available on the market today.

Average Rating: 4.2/5.0

Total Reviews: 40

How Do G2 Users Rate IBM Cloud Pak for Integration?

  • Has the product been a good partner in doing business?: 7.5/10 (Category avg: 9.1/10)
  • Automation: 9.0/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.1/10)

Who Is the Company Behind IBM Cloud Pak for Integration?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    328,202 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 35% Large, 35% Medium

What Are Recent G2 Reviews of IBM Cloud Pak for Integration?

What Are G2 Users Discussing About IBM Cloud Pak for Integration?

DataChannel

DataChannel is a unified no-code ETL & Reverse ETL platform with 120+ pre-built integrations that allow you to easily move data to and from any data source into a data warehouse of your choice within minutes. You can easily control what data you need to load and at what frequency meanwhile also retaining complete control over it. Enjoy complete freedom in choosing where your data resides and run downstream analytics on it all within your infrastructure. Aggregate & operationalize your data coming in from various source systems to derive actionable insights using DataChannel's transformation module. - 120+ pre-built integrations to SaaS applications, E-Commerce platforms & marketplaces, relational databases, cloud storages etc - A comprehensive platform for ETL, dbt Core & SQL transformations & Reverse ETL - Schedule and control your data pipelines without writing any code or scripts Build unique workspaces to manage multiple client accounts with role-based accessibility - Orchestrate end-to-end workflows using DataChannel’s drag-and-drop, intuitive interface.

Average Rating: 4.8/5.0

Total Reviews: 36

How Do G2 Users Rate DataChannel?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Automation: 9.1/10 (Category avg: 9.0/10)
  • Scalability: 8.8/10 (Category avg: 8.7/10)
  • Auditing: 8.7/10 (Category avg: 8.1/10)

Who Is the Company Behind DataChannel?

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 69% Medium, 22% Small

What Do G2 Reviewers Say About DataChannel?

AI-generated summary from verified user reviews

Pros
  • Users value the comprehensive data management capabilities of DataChannel, facilitating seamless integration and effective analytics.
  • Users value the streamlined analytics of DataChannel, enhancing data organization and decision-making efficiency.
  • Users value the automation capabilities of DataChannel, enhancing efficiency and accelerating decision-making through streamlined analytics.
  • Users value the ease of use and seamless integration of DataChannel with platforms like Shopify.
  • Users praise the data integration capabilities of DataChannel, enabling seamless consolidation and enhanced analytics for informed decisions.
Cons
  • Users desire detailed error visibility in DataChannel, wishing to understand pipeline issues better.
  • Users desire insufficient information about error causes in the DataChannel pipeline for better troubleshooting and insight.
  • Users experienced initial performance issues with slower transformation runs, but noted improvements over time.
  • Users experienced slow performance during some transformation runs, although the issue was eventually resolved.

What Are Recent G2 Reviews of DataChannel?

What Are G2 Users Discussing About DataChannel?

Omniscope Evo

Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transform and explore it, extract insights through ML algorithms, then produce interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one self-service BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation. 🧽 Data Prep, ETL: build workflows to load, stream, blend and transform any data. 🔍 Analytics: leverage machine learning, extract insights and perform visual exploration. 📊 Visualisation: design interactive reports, publish and share your results. 📜 Extensible: augment data pipelines with your Python / R scripts, enhance reports with any JS based visualisation. 🚀 Scalable: big data preparation and live query dashboards on SQL databases. 🤝 Collaboration: multi-user synchronised edits on workflows and dashboards. 🤖 Automation API: schedule parameterised data refresh & report updates, trigger tasks, alerts, edit & query data. 💐 Universal: a fresh and smart experience on any device: Windows, Mac, Linux, Android, iOS. 🏢 Deployment: on-premises or on your cloud. Built-in user permissions / OIDC / SSO 🎨 White-label: host branded data solutions and embedded analytics

Average Rating: 4.7/5.0

Total Reviews: 21

How Do G2 Users Rate Omniscope Evo?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)
  • Automation: 8.8/10 (Category avg: 9.0/10)
  • Scalability: 8.7/10 (Category avg: 8.7/10)
  • Auditing: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Omniscope Evo?

  • Seller: Visokio
  • Year Founded: 2002
  • HQ Location: London, GB
  • Twitter: @Visokio
    255 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 65% Small, 17% Medium

What Are Recent G2 Reviews of Omniscope Evo?

What Are G2 Users Discussing About Omniscope Evo?

Ab Initio

Ab Initio specializes in developing software for data integration, data governance, data quality, metadata management, and agentic AI. Ab Initio is Latin for “from the beginning” or “from first principles.” The fundamentals of scalability, reliability, and auditability are built into Ab Initio’s data and agentic AI software as first principles. The Ab Initio Agentic Data Platform is a unified environment for designing, deploying, and managing data workflows and agentic AI at scale. The software translates raw information into governed data products and auditable actions performed by both agents and humans. The platform’s parallel processing engine delivers deterministic performance for massive data volumes, reducing infrastructure waste and runtime variation. Because logic and execution are portable, workflows can move between data centers and clouds without modification or revalidation.

Average Rating: 4.3/5.0

Total Reviews: 22

How Do G2 Users Rate Ab Initio?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.1/10)
  • Automation: 7.6/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 7.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Ab Initio?

  • Seller: Ab Initio
  • Year Founded: 1995
  • HQ Location: United States
  • LinkedIn® Page: www.linkedin.com
    965 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 92% Large, 8% Medium

What Are Recent G2 Reviews of Ab Initio?

Oracle Data Integrator

Oracle Data Integrator (on-premises & Cloud Service) - a high-Performance Bulk Data Movement and Data Transformation. Delivers unique next-generation, extract load and transform (ELT) technology that improves performance and reduces data integration costs—even across heterogeneous systems. o ELT architecture for improved performance and lower TCO o Heterogeneous platform support for enterprise data integration o Knowledge modules for optimized developer productivity and extensibility o Service-oriented data integration and management for SOA environments Link - https://www.oracle.com/middleware/data-integration/enterprise-edition/ Datasheet – http://www.oracle.com/us/products/middleware/data-integration/odi-ee-ds-2030747.pdf Documentation https://www.oracle.com/technetwork/middleware/data-integrator/documentation/index.html#11.1.1.5 Webcast Supercharge your data integration DIPC https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https%3A%2F%2Fwww.oracle.com%2Fmiddleware%2Fdata-integration%2Fenterprise-edition%2Fresources.html&eventid=1545759&sessionid=1&key=E89B634077F2FF8700223E6E1A49A54E&regTag=&sourcepage=register

Average Rating: 4.0/5.0

Total Reviews: 15

How Do G2 Users Rate Oracle Data Integrator?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 9.1/10)
  • Automation: 8.9/10 (Category avg: 9.0/10)
  • Scalability: 8.8/10 (Category avg: 8.7/10)
  • Auditing: 7.8/10 (Category avg: 8.1/10)

Who Is the Company Behind Oracle Data Integrator?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    208,078 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Company Size: 80% Large, 20% Medium

What Are Recent G2 Reviews of Oracle Data Integrator?

TapClicks

TapClicks is a comprehensive marketing operations platform designed to streamline and automate various manual tasks associated with marketing management, such as data integration and reporting. This solution allows users to focus on high-impact activities, including campaign optimization and enhancing customer satisfaction. By offering a suite of tools that encompass reporting, analytics, insights, campaign order management, and marketing workflow tracking, TapClicks empowers organizations to make informed decisions based on real-time data. The platform is particularly beneficial for marketing agencies and organizations that manage multiple clients. TapClicks provides a unified dashboard through its flagship product, TapAnalytics, which consolidates marketing campaign data and performance metrics. This feature enables users to easily manage thousands of clients from a single interface, offering both high-level agency views and customizable client-specific views. Such transparency is essential for maintaining strong client relationships and ensuring that clients are informed about their campaign performance. One of the standout features of TapAnalytics is its ability to deliver real-time analytics and scoring across all campaigns. Utilizing sophisticated algorithms, the platform optimizes campaign performance and uncovers actionable insights that can drive better results. Additionally, the data visualization capabilities of TapClicks bring data to life through interactive timelines, pie charts, geo-mapping, and text widgets, making it easier for users to interpret and present their findings. TapClicks also prioritizes efficiency with its auto-scheduled reporting feature, allowing users to send automated reports in various formats, including HTML, PDF, and Excel. This functionality saves time and ensures that stakeholders receive timely updates without the need for manual intervention. Furthermore, the platform supports over 200 integrations tailored to the needs of agencies of all sizes, enhancing its versatility and making it a valuable tool for marketing professionals. In summary, TapClicks is designed to optimize marketing operations by automating routine tasks and providing a holistic view of marketing activities. With its user-friendly interface, robust analytics capabilities, and extensive integration options, TapClicks stands out as a powerful solution for organizations looking to enhance their marketing efforts and drive meaningful results.

Average Rating: 4.3/5.0

Total Reviews: 316

How Do G2 Users Rate TapClicks?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)

Who Is the Company Behind TapClicks?

  • Seller: TapClicks
  • Company Website:
  • Year Founded: 2015
  • HQ Location: San Jose, CA
  • Twitter: @TapClicks
    773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    140 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Manager, Digital Marketing Manager
  • Top Industries: Marketing and Advertising, Broadcast Media
  • Company Size: 62% Small, 30% Medium

What Do G2 Reviewers Say About TapClicks?

AI-generated summary from verified user reviews

Pros
  • Users find TapClicks to be extremely easy to use, efficiently consolidating marketing data and improving reporting capabilities.
  • Users value the powerful analytics of TapClicks, enabling deeper insights and enhanced decision-making across marketing operations.
  • Users value the automation capabilities of TapClicks, enhancing efficiency and enabling focus on strategic marketing tasks.
  • Users value the comprehensive data integration capabilities of TapClicks, enhancing insights and optimizing marketing strategies.
  • Users value the streamlined data management of TapClicks, enhancing insights and optimizing marketing strategies effectively.
Cons
  • Users often experience connection issues, leading to data discrepancies and less than ideal customer service responses from TapClicks.
  • Users often struggle with data inconsistency, encountering discrepancies and experiencing unhelpful customer service responses.
  • Users find the data management issues in TapClicks, especially during setup and syncing, quite frustrating and non-intuitive.
  • Users find the difficult setup of TapClicks overwhelming, affecting the initial experience and data syncing process.
  • Users encounter lack of information from TapClicks support, leading to unresolved data connection issues and discrepancies.

What Are Recent G2 Reviews of TapClicks?

What Are G2 Users Discussing About TapClicks?

BMC AMI DevX

BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce. Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform. Teams can connect existing tools and adopt capabilities incrementally using an open-borders integration approach. A 2025 Forrester Total Economic Impact study found that customers using BMC AMI DevX onboarded developers 50% faster, completed code changes 33% faster, increased release frequency by 50%, and reduced change failure rate by 33%. Key capabilities: - Modern IDE integration (VS Code, Eclipse) with a unified development environment that reduces context switching - AI-powered code analysis including dependency mapping, impact analysis, and runtime execution path visualization - Automated unit, functional, integration, and performance testing with code coverage analysis - Git-compatible CI/CD integration with event-driven webhooks and an open plug-in library - DORA metrics and DevOps KPI tracking with AI/ML anomaly detection across the mainframe SDLC

Average Rating: 4.2/5.0

Total Reviews: 64

How Do G2 Users Rate BMC AMI DevX?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)

Who Is the Company Behind BMC AMI DevX?

  • Seller: BMC Software
  • Company Website:
  • Year Founded: 1980
  • HQ Location: Houston, TX
  • Twitter: @BMCSoftware
    47,946 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8,877 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Large, 31% Medium

What Do G2 Reviewers Say About BMC AMI DevX?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of BMC AMI DevX, navigating data and edits effortlessly with intelligent features.
  • Users value the industry benchmarking feature in BMC AMI DevX for its insightful performance comparisons and reporting assistance.
  • Users find bug detection features in BMC AMI DevX vital for tracking and improving software quality over time.
  • Users appreciate the excellent customer support provided by BMC AMI DevX, enhancing their overall experience.
  • Users value the smooth integration of Machine Learning in BMC AMI DevX, enhancing KPI management effectively.
Cons
  • Users face complexity and limitations in customization with BMC AMI DevX, hindering their ability to tailor experiences.
  • Users find the limited customization of BMC AMI DevX frustrating, hindering tailored experiences for unique organizational needs.
  • Users face compatibility issues when using BMC AMI DevX with non-BMC tools, limiting its effectiveness and integration.
  • Users find the complex setup of BMC AMI DevX challenging, facing difficulties with customization and understanding data schemas.
  • Users experience configuration issues due to limited customization options and a steep learning curve for tailoring dashboards.

What Are Recent G2 Reviews of BMC AMI DevX?

What Are G2 Users Discussing About BMC AMI DevX?

Cinchy

With the Cinchy Data Collaboration platform liberate data from applications and control and connect as data products in a network, eliminating the need for future data integration. Build a more agile data ecosystem that makes change simple, rapidly accelerates business outcomes, and fosters collaborative intelligence across your enterprise. With Cinchy, cure the pains of integration to deliver projects at half the cost and time, improve data governance with universal data access controls, and provide data access to business users for self-serve reporting and analytics.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Cinchy?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 9.4/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Cinchy?

  • Seller: Cinchy
  • Year Founded: 2017
  • HQ Location: Toronto, ON
  • Twitter: @itscinchy
    460 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services
  • Company Size: 53% Medium, 37% Large

What Are Recent G2 Reviews of Cinchy?

What Are G2 Users Discussing About Cinchy?

Qlik Replicate

Qlik Replicate (formerly Attunity Replicate) empowers organizations to accelerate data replication, ingestion and streaming across a wide variety of heterogeneous databases, data warehouses, and big data platforms. Used by hundreds of enterprises worldwide, Qlik Replicate moves your data easily, securely, and efficiently with minimal operational impact. Qlik Replicate provides automated, real-time, and universal data integration across all major source endpoints such as databases, systems like SAP, mainframes and Salesforce and delivers data to streaming systems, data warehouses, and data lakes. On-premises and in the cloud. Qlik Replicate is different and Enterprise-Ready. It moves data at high speed from source to target, simply and easily, and offers a single pane of glass monitoring of your data pipelines across the enterprise, all managed through a graphical interface that completely automates end-to-end replication. With our streamlined and agentless configuration, your administrators and data architects can quickly set up, control, and monitor bulk loads and real-time updates with automated change data capture (CDC) at scale.

Average Rating: 4.3/5.0

Total Reviews: 95

How Do G2 Users Rate Qlik Replicate?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Automation: 8.1/10 (Category avg: 9.0/10)
  • Scalability: 8.0/10 (Category avg: 8.7/10)
  • Auditing: 7.8/10 (Category avg: 8.1/10)

Who Is the Company Behind Qlik Replicate?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,551 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 42% Large, 35% Medium

What Do G2 Reviewers Say About Qlik Replicate?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the robust functionality and user-friendly interface of Qlik Replicate, enhancing data replication efficiency and simplicity.
  • Users value the wide database support of Qlik Replicate, enhancing data import efficiency and consistency.
  • Users value the easy integrations of Qlik Replicate, enabling seamless connectivity across diverse systems and platforms.
  • Users appreciate the scalability of Qlik Replicate, allowing effortless replication of millions of data efficiently.
  • Users highlight the automation capabilities of Qlik Replicate, making it a top choice for data management.
Cons
  • Users find the complex setup of Qlik Replicate time-consuming, requiring significant effort to learn and configure.
  • Users find the learning difficulty of Qlik Replicate challenging due to its complex configuration and setup requirements.
  • Users find the difficult setup of Qlik Replicate time-consuming due to its extensive system and environment requirements.
  • Users find Qlik Replicate to be expensive, noting high costs and time-consuming setup and learning processes.
  • Users note that the data security of Qlik Replicate lacks advancement and needs improvements for better protection.

What Are Recent G2 Reviews of Qlik Replicate?

What Are G2 Users Discussing About Qlik Replicate?

enosix

enosix is an innovative provider of real-time integration solutions between SAP ERP and front-end systems of engagement (such as Salesforce). Our solutions are pre-built and require minimal coding, enabling companies to quickly realize value—in days instead of months. enosix unlocks data, business process, authorizations, and user permissions from SAP without recreating it from the front-end, and delivers the back-end translation in an easy-to-understand, real-time, and bi-directional integration.

Average Rating: 4.7/5.0

Total Reviews: 10

How Do G2 Users Rate enosix?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind enosix?

  • Seller: enosix
  • Year Founded: 2014
  • HQ Location: Cincinnati, US
  • Twitter: @ENOSIX
    388 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    54 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 40% Medium

What Are Recent G2 Reviews of enosix?

What Are G2 Users Discussing About enosix?

Astera Data Pipeline Builder (Centerprise)

Astera Data Pipeline Builder (Centerprise) provides a no-code, scalable, high-performance, and affordable integration platform designed for technical and non-technical users to connect, transform, and move data from diverse sources to preferred destinations. With Astera's industrial strength ETL/ELT engine, 200+ transformations, and scheduling capabilities, users can build automated data pipelines in a matter of a few clicks. Users can also execute ETL and ELT data pipelines manually, schedule them for automated reruns, or orchestrate them as part of a larger data management process. Whether it's data extraction, transformation, cleansing, or loading, Astera Data Pipeline Builder excels at ensuring data accuracy and reliability. It offers comprehensive data validation capabilities, enabling users to enforce data quality and consistency. It is also a go-to solution for data migration, data warehousing, and business intelligence.

Average Rating: 4.3/5.0

Total Reviews: 31

How Do G2 Users Rate Astera Data Pipeline Builder (Centerprise)?

  • Has the product been a good partner in doing business?: 7.6/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 7.2/10 (Category avg: 8.7/10)
  • Auditing: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Astera Data Pipeline Builder (Centerprise)?

  • Seller: Astera Software
  • HQ Location: Simi Valley, CA
  • Twitter: @AsteraSoftware
    2,255 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 48% Medium, 32% Small

What Are Recent G2 Reviews of Astera Data Pipeline Builder (Centerprise)?

Windsor.ai

Founded in Switzerland in 2017, Windsor.ai is a leading data integration platform trusted by over 450,000 data professionals and global enterprises. We provide a secure, transparent, and automated data foundation that connects 350+ marketing and sales platforms to your preferred reporting tools, data warehouses, and AI, all from one place. While other tools offer individual native connectors (one fragment of your stack), Windsor.ai connects all 350+ sources, eliminating data silos and delivering normalized data into Power BI, Data Studio, Google Sheets, Snowflake, Tableau, BigQuery, Claude, ChatGPT, Copilot, Perplexity, and more. That's "Swiss-engineered" precision: full SQL transparency, cross-channel analysis, and enterprise-grade security. Why Global Leaders Choose Windsor.ai: Windsor.ai is the trusted data backbone for the world's most regulated and demanding industries. Our platform is engineered to meet the strict compliance and scalability needs of financial institutions, automotive manufacturers, consumer goods and retail companies, global media agency networks, pharmaceutical and energy providers, and non-profit organizations. Industry leaders who trust Windsor.ai: Financial Services & Insurance: UBS, AXA, BAC (Bank of America). Automotive & Manufacturing: Porsche AG, Whirlpool Corporation, Volvo. Consumer Goods & Retail: Unilever, Colgate-Palmolive, ASICS, The HEINEKEN Company, Cotton On Group. Media & Agency Networks: WPP, Omnicom Media Group, Publicis, Dentsu, Interpublic Group (IPG), PBS. Pharma, Energy & Utilities: Novo Nordisk, NextEra Energy. Non-Profit & Education: WWF, Syracuse University. Our Key Capabilities Include: Broadest Connectivity: Native connectors for 350+ sources, including Meta Ads, Google Ads, GA4, HubSpot, Salesforce, LinkedIn Ads, TikTok, Shopify, and Amazon; more than 2x the industry standard. Visualization Ready: Seamlessly integrates with Data Studio, Power BI, and Tableau for instant, automated dashboards. Data Warehouse Native: Stream large-scale data to Google BigQuery, Snowflake, Azure SQL, and Databricks with zero maintenance. Transparent Pricing: All 350+ connectors are included in every plan. No hidden fees for "premium" data sources. The AI & Data Science Edge: All your data, all your tools, visualized and streamed to whatever destination you use. Windsor.ai is built for the future of data connectivity. Our platform provides the granular, high-fidelity schemas required to power AI assistants and advanced data science models. AI-Ready Data: Automates data normalization for Retrieval-Augmented Generation (RAG). Native install in Claude and ChatGPT: Windsor.ai is natively listed in the Claude connector directory and the ChatGPT apps. One click to connect. Your live business data flows directly into Claude, ChatGPT, Copilot, Gemini, Perplexity, and Antigravity, ready to analyze, answer questions, and act within the same AI chat.

Average Rating: 4.4/5.0

Total Reviews: 87

How Do G2 Users Rate Windsor.ai?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Automation: 5.0/10 (Category avg: 9.0/10)
  • Scalability: 2.5/10 (Category avg: 8.7/10)
  • Auditing: 1.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Windsor.ai?

  • Seller: Windsor.ai
  • Year Founded: 2017
  • HQ Location: Zürich, CH
  • Twitter: @windsor_ai
    217 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Marketing and Advertising, Education Management
  • Company Size: 56% Small, 31% Medium

What Do G2 Reviewers Say About Windsor.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Windsor.ai, enjoying seamless integrations and simplified data reporting.
  • Users appreciate the flexible integrations of Windsor.ai, enabling seamless data consolidation from various platforms effortlessly.
  • Users commend the outstanding customer support of Windsor.ai, noting its quick and helpful responsiveness whenever needed.
  • Users appreciate the quick and reliable support from Windsor.ai, enhancing their experience and efficiency in data management.
  • Users value the easy integrations of Windsor.ai, enabling seamless connections with various marketing platforms for efficient data analysis.
Cons
  • Users find the missing features like KPI metrics and a limited knowledge base frustrating, hindering effective use.
  • Users note connector issues impacting data freshness and ingestion, requiring quicker resolution for a smoother experience.
  • Users find a slight learning curve with Windsor.ai, particularly in mastering data connectors and advanced setups.
  • Users experience API limitations that hinder data freshness and complicate implementation, impacting overall functionality.
  • Users find the difficult learning curve of Windsor.ai challenging, especially for those unfamiliar with data analytics.

What Are Recent G2 Reviews of Windsor.ai?

What Are G2 Users Discussing About Windsor.ai?

BroadPeak Partners

BroadPeak Partners (BroadPeak) provides data and intelligence solutions for energy and commodity trading firms. With certified connectivity to more than 100 global exchanges and brokers through standard protocols including API, FIX, XML, CSV, Kafka, and Message Queue, BroadPeak delivers clean, structured trade data in real time. Our clients include medium to large energy and commodity trading firms across North America, Europe, and Asia-Pacific, trading power, natural gas, crude oil, refined products, and other commodity markets. Data integration serves as the foundation for BroadPeak's suite of solutions, which includes Trade Capture, Trade Reconciliation, Trade Allocation, Position Limits, Regulatory Reporting, and Trade Surveillance. BroadPeak is designed to eliminate manual data work and reduce operational risk across trading, risk, and compliance teams so clients can focus on what matters most, profitable trading. https://broadpeakpartners.com/

Average Rating: 4.8/5.0

Total Reviews: 15

How Do G2 Users Rate BroadPeak Partners?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 9.7/10 (Category avg: 9.0/10)
  • Scalability: 9.7/10 (Category avg: 8.7/10)
  • Auditing: 9.7/10 (Category avg: 8.1/10)

Who Is the Company Behind BroadPeak Partners?

  • Seller: BroadPeak
  • Year Founded: 2007
  • HQ Location: New York, NY
  • Twitter: @BroadPeakInc
    209 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 31% Large

What Are Recent G2 Reviews of BroadPeak Partners?

What Are G2 Users Discussing About BroadPeak Partners?

Apache NiFi

Apache NiFi is an open-source data integration platform designed to automate the flow of information between systems. It enables users to design, manage, and monitor data flows through an intuitive, web-based interface, facilitating real-time data ingestion, transformation, and routing without extensive coding. Originally developed by the National Security Agency (NSA) as "NiagaraFiles," NiFi was released to the open-source community in 2014 and has since become a top-level project under the Apache Software Foundation. Key Features and Functionality: - Intuitive Graphical Interface: NiFi offers a drag-and-drop web interface that simplifies the creation and management of data flows, allowing users to configure processors and monitor data streams visually. - Real-Time Processing: Supports both streaming and batch data processing, enabling the handling of diverse data sources and formats in real-time. - Extensive Processor Library: Provides over 300 built-in processors for tasks such as data ingestion, transformation, routing, and delivery, facilitating integration with various systems and protocols. - Data Provenance Tracking: Maintains detailed lineage information for every piece of data, allowing users to track its origin, transformations, and routing decisions, which is essential for auditing and compliance. - Scalability and Clustering: Supports clustering for high availability and scalability, enabling distributed data processing across multiple nodes. - Security Features: Incorporates robust security measures, including SSL/TLS encryption, authentication, and fine-grained access control, ensuring secure data transmission and access. Primary Value and Problem Solving: Apache NiFi addresses the complexities of data flow automation by providing a user-friendly platform that reduces the need for custom coding, thereby accelerating development cycles. Its real-time processing capabilities and extensive processor library allow organizations to integrate disparate systems efficiently, ensuring seamless data movement and transformation. The comprehensive data provenance tracking enhances transparency and compliance, while its scalability and security features make it suitable for enterprise-level deployments. By simplifying data flow management, NiFi enables organizations to focus on deriving insights and value from their data rather than dealing with the intricacies of data integration.

Average Rating: 4.2/5.0

Total Reviews: 26

How Do G2 Users Rate Apache NiFi?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 8.5/10 (Category avg: 8.7/10)
  • Auditing: 9.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Apache NiFi?

Who Uses This Product?

  • Company Size: 46% Large, 31% Medium

What Are Recent G2 Reviews of Apache NiFi?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026