Best ETL Tools - Page 6

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 285

Category Stats (Oct 2026)

  • Average Rating: 4.55/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: csvbox.io (+1.01%) - Among all products in this category, csvbox.io recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 20,200+ Authentic Reviews
  • 285+ 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, Alteryx, Celigo, Google Cloud BigQuery, Fivetran, FME Platform, Informatica Data Integration and Engineering, and Funnel.

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

Alteryx Designer Cloud

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for anyone who works with data to collaboratively profile, prepare, and pipeline data for analytics and machine learning. Organizations can connect to any data source, across all major cloud data platforms, and integrate Alteryx Analytics Cloud seamlessly into the existing data stack. Designer Cloud provides an interactive, visual user experience with AI/ML-based suggestions to guide users through the exploration and transformation of any dataset.

Average Rating: 4.4/5.0

Total Reviews: 151

How Do G2 Users Rate Alteryx Designer Cloud?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Automation: 8.9/10 (Category avg: 9.0/10)
  • Scalability: 8.7/10 (Category avg: 8.7/10)
  • Auditing: 8.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Alteryx Designer Cloud?

  • Seller: Alteryx
  • Year Founded: 1997
  • HQ Location: Irvine, CA
  • Twitter: @alteryx
    26,149 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,312 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 35% Large, 35% Small

What Are Recent G2 Reviews of Alteryx Designer Cloud?

What Are G2 Users Discussing About Alteryx Designer Cloud?

Connect ETL

Precisely Connect enables real-time decisions. Seamlessly integrate data from legacy systems into modern cloud and data platforms for faster, more confident action.

Average Rating: 4.4/5.0

Total Reviews: 23

How Do G2 Users Rate Connect ETL?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 8.0/10 (Category avg: 9.0/10)
  • Scalability: 7.8/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.2/10)

Who Is the Company Behind Connect ETL?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,046 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 39% Large, 35% Medium

What Are Recent G2 Reviews of Connect ETL?

What Are G2 Users Discussing About Connect ETL?

StarfishETL

StarfishETL for Integration: StarfishETL is an iPaaS (Integration-Platform-as-a-Service) that provides seamless data integration from one database to another - whether hosted, on-premises, or in the Cloud. Connect to more than 400 applications using drag-and-drop low code functionality; AI-enabled mapping, scripting, and SQL query writing; and secure connectivity through on-premises firewalls. StarfishETL for Migration: StarfishETL is loaded with pre-built capabilities, but it's not limited by them. You have the power to set up your project any way you desire to get the data results that fit your business. Add custom fields in our Cloud Cartographer, or use the on-premises tool for more advanced personalization. StarfishETL as an iPaaS: StarfishETL is a Cloud iPaaS solution, which gives it the unique ability to connect virtually any kind of solution to any other kind of solution, as long as both of those applications have an API. This gives StarfishETL customers ultimate control over their data projects, with the ability to build more unique and scalable data connections.

Average Rating: 4.7/5.0

Total Reviews: 75

How Do G2 Users Rate StarfishETL?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)
  • Automation: 9.3/10 (Category avg: 9.0/10)
  • Scalability: 9.6/10 (Category avg: 8.7/10)
  • Auditing: 9.6/10 (Category avg: 8.2/10)

Who Is the Company Behind StarfishETL?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 36% Large, 36% Medium

What Are Recent G2 Reviews of StarfishETL?

What Are G2 Users Discussing About StarfishETL?

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Datacoves

Datacoves is an enterprise DataOps platform with managed dbt Core and Airflow for data transformation and orchestration. We offer VS Code in the browser for dbt development with the ability to include preferred VS Code extensions and Python libraries such as the official Snowflake Extension and Snowpark. You may also optionally use our managed Airbyte and Superset for a full end-to-end solution.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Datacoves?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 9.3/10 (Category avg: 8.7/10)
  • Auditing: 9.4/10 (Category avg: 8.2/10)

Who Is the Company Behind Datacoves?

  • Seller: Datacoves Inc
  • Year Founded: 2021
  • HQ Location: Thousand Oaks, California
  • Twitter: @datacoves
    475 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 47% Large, 26% Medium

What Do G2 Reviewers Say About Datacoves?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of setup with Datacoves, appreciating its flexibility and responsive support during implementation.
  • Users appreciate the well-thought-out deployment system of Datacoves, which simplifies workflows and enhances team efficiency.
  • Users value the seamless integrations of Datacoves, enhancing collaboration and efficiency for data engineering teams.
  • Users commend the responsive and knowledgeable customer support of Datacoves, enhancing their implementation experience significantly.
  • Users commend Datacoves for providing exceptional data engineering tools, enhancing collaboration and data quality in organizations.
Cons
  • Users experience poor customer support due to lack of monitoring tools and assumptions about the default environment setup.
  • Users report alert overload, leading to challenges in managing system issues effectively without proper monitoring tools.
  • Users express a need for enhanced dashboard integrations to better monitor activity and manage service bottlenecks.
  • Users may find data limitations frustrating, as they feel constrained by the tools used for ELT integration.
  • Some users may feel frustrated by dependency on specific ELT tools, potentially limiting flexibility and choice.

What Are Recent G2 Reviews of Datacoves?

ExtendInsights

Start working from one place without jumping between systems. ExtendInsights connects your business data across NetSuite, Salesforce, HubSpot, Google Analytics, Stripe, Chargebee, and more directly into Excel. There, you can analyze, update, and report on live data without time-consuming exports, CSV processes, or manual rework. Instead of exporting from each system and stitching data together manually, ExtendInsights lets you access everything in one place—live, connected, and ready to go. Writeback is also available for NetSuite, Salesforce, and HubSpot. Whether you’re building live financial reports, updating records in bulk, analyzing saved searches or queries, combining multiple data sources, or creating executive dashboards, ExtendInsights eliminates manual steps and accelerates every part of your workflow. ExtendInsights brings analytics, data management, and financial reporting together in a single Excel-based experience. Create, edit, and update records in NetSuite, Salesforce, and HubSpot while simultaneously analyzing live data, all without switching tools or relying on CSVs. The result is faster workflows, fewer errors, and more time spent on insights instead of data preparation. Your team already works in Excel. Now they can do everything there. Key features: Visualize data using dynamic pivot tables and charts Build fast, accurate, and auditable financial reports Leverage data source security to keep data secure CloudExtend empowers users to make faster, more insightful decisions by creating innovative, user-friendly applications that integrate workplace productivity tools with platforms they use every day to automatically add emails, events, and files to NetSuite from Gmail and Outlook, or use Excel and Power BI to improve reporting and analysis capabilities for popular data sources. Our integration apps eliminate hundreds of hours of manual work, significantly reduce data import times, and provide a 360-degree view of customer activity.

Average Rating: 4.5/5.0

Total Reviews: 48

How Do G2 Users Rate ExtendInsights?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 5.0/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind ExtendInsights?

  • Seller: CloudExtend by Celigo
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Redwood City, US
  • Twitter: @cloudextendIO
    253 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Accounting, Retail
  • Company Size: 54% Medium, 42% Small

What Do G2 Reviewers Say About ExtendInsights?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of ExtendInsights, appreciating simple uploads and efficient data management.
  • Users find the integrations with Excel and other platforms enhance convenience and efficiency in data management.
  • Users value the ease of use and efficiency of ExtendInsights for managing data and simplifying tasks.
  • Users value the accuracy of information provided by ExtendInsights, facilitating effective data-driven decisions.
  • Users value the efficient data analysis capabilities of ExtendInsights, dramatically reducing report preparation time.
Cons
  • Users find the complexity of creating templates frustrating, with unclear field usage and slow error reporting.
  • Users face data retrieval issues, as ExtendInsights sometimes doesn't read configured data, affecting overall efficiency.
  • Users find form design challenging, experiencing confusion over fields and slow error reporting during uploads.
  • Users find the learning curve steep, especially in selecting templates and understanding technical aspects.
  • Users note that slow data loading hampers efficiency, especially with limited data exposure in SuiteQL.

What Are Recent G2 Reviews of ExtendInsights?

What Are G2 Users Discussing About ExtendInsights?

COZYROC Solutions

COZYROC Solutions offers world-class On-Premises ETL and Cloud integration solutions with COZYROC.Cloud (iPaaS) COZYROC SSIS+ is a comprehensive suite of 270+ advanced components for developing ETL solutions with Microsoft SQL Server Integration Services. Our easy-to-use, coding-free library of tasks, components and reusable scripts can significantly cut your development time and also improve the execution speed of your SSIS packages. Support for SQL Server 2012-2022 * Major highlights of the 2.2 release * ​Derived Column transformation component, a powerful replacement of the standard Derived Column transformation with support for expressions in JavaScript. https://cozyroc.com/ssis/derived-column * ​Database Source component for loading data from a database table, a view or a SQL command. The component can be configured for ADO.NET, OLE DB and ODBC connection managers. https://cozyroc.com/ssis/database-source * ​ASN.1 Source component for retrieving data from ASN.1 file /BER, CER or DER encoded/ that supports multiple outputs via the composite records pattern. https://cozyroc.com/ssis/asn1-source ​Tableau Source, for consuming data from a Tableau .hyper file (i.e. the latest evolution of Tableau Data Extract). https://cozyroc.com/ssis/tableau-source * The new version includes support for 37 additional applications https://cozyroc.com/blog/cozyroc-ssis-22-now-officially-released * Major highlights of the 2.1 release * XML Destination component: https://www.cozyroc.com/ssis/xml-destination * OFTP connection manager - https://www.cozyroc.com/ssis/oftp-connection * Database Destination component for fast loading and updating data. Insert, Update, Delete or Upsert in row-by-row or bulk-load mode for ADO.NET, OLE DB and ODBC. https://www.cozyroc.com/ssis/database-destination * JSON Source component for retrieving data from JSON documents that supports multiple outputs via the composite records pattern. https://www.cozyroc.com/ssis/json-source * JSON Destination component for generating JSON documents that supports multiple inputs via the composite records pattern. https://www.cozyroc.com/ssis/json-destination * Easier connectivity to any REST service. * Support of Dynamic data flows and composite records modelling * Fast Sort Plus component for sorting of LARGE amounts of data. * EDI components * Additional REST services connectivity https://www.cozyroc.com/ssis/rest-connection COZYROC Solutions has been successfully used by thousands of businesses, in more than 142 countries around the world. ********** COZYROC Cloud - The Simplest Way to SSIS in the Cloud: https://cozyroc.cloud COZYROC Cloud delivers seamless hybrid integrations, effortlessly connecting cloud and on-premises applications and databases, supporting cloud repatriation. * Hosted and hybrid cloud integration solutions * Managed & On-Premises Execution Environments * Webhook Triggers -Automatically run packages by subscribing to external events (via inbound webhooks). * Centralized Management * Superior support for consuming web APIs * Advanced ETL components: Database Destination, Table Difference, Lookup+ * Free during development & testing. Pay only for production use * Avoid cloud lock-in. Be able to transfer ETL processes on premises * Better extensibility. Multiple component vendors. * Lightweight JS-based components

Average Rating: 4.8/5.0

Total Reviews: 33

How Do G2 Users Rate COZYROC Solutions?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Automation: 8.1/10 (Category avg: 9.0/10)
  • Scalability: 8.1/10 (Category avg: 8.7/10)
  • Auditing: 7.2/10 (Category avg: 8.2/10)

Who Is the Company Behind COZYROC Solutions?

  • Seller: COZYROC
  • Year Founded: 2006
  • HQ Location: Raleigh, NC
  • Twitter: @CozyRoc
    628 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 41% Medium, 38% Large

What Do G2 Reviewers Say About COZYROC Solutions?

AI-generated summary from verified user reviews

Pros
  • Users value the easy integrations of COZYROC Solutions, enhancing workflow and connecting seamlessly with third-party systems.
  • Users find CozyRoc's automation capabilities essential, offering seamless integration and reliable support for various tasks.
  • Users find CozyRoc Solutions easy to use, seamlessly integrating into workflows and simplifying various data tasks.
  • Users value the seamless integrations of CozyRoc Solutions, enhancing their workflow with powerful connections to third-party tools.
  • Users value the automation features of COZYROC Solutions, significantly streamlining ETL processes and enhancing efficiency.
Cons
  • Users find COZYROC Solutions expensive, requiring server access for development and facing inconvenient payment methods.
  • Users find configuration and component complexity can be challenging, requiring time and effort to navigate effectively.
  • Users find the difficult setup challenging initially, though documentation can assist in overcoming these hurdles.
  • Users express concerns about the high licensing cost, feeling restricted by annual re-licensing requirements and server access limitations.
  • Users face challenges with limited functionality, particularly in migrating tasks and accessing features without server login.

What Are Recent G2 Reviews of COZYROC Solutions?

What Are G2 Users Discussing About COZYROC Solutions?

Saras Daton

Saras Daton is a data integration and pipeline automation platform built specifically for eCommerce businesses. It helps brands centralize data from advertising platforms, marketplaces, storefronts, subscription tools, and customer engagement systems into a single analytics-ready destination. With 200+ pre-built connectors and AI-assisted setup, Daton eliminates the complexity of managing APIs, building custom integrations, and maintaining data pipelines. Teams can automate data ingestion, ensure reliable reporting, and create a trusted foundation for business intelligence, analytics, and decision-making. Key Features 200+ Pre-Built eCommerce Connectors Connect data from leading platforms including Shopify, Amazon Seller Central, Amazon Vendor Central, TikTok Shop, Meta Ads, Google Ads, Amazon Ads, Klaviyo, Recharge, Gorgias, Yotpo, and more. AI-Powered Connector Setup Configure data sources faster with guided setup workflows that help validate settings, reduce errors, and simplify onboarding for non-technical users. Natural Language Query Builder Generate complex queries using plain English. Daton's AI-powered query builder helps teams access advanced data sources without requiring deep SQL expertise. Custom Connector Development Extend Daton's capabilities with a Connector Development Kit (CDK), developer tools, and a marketplace that enables partners and teams to build, publish, and manage custom integrations. Automated Data Syncing Keep data fresh with configurable sync schedules, incremental loading, full refresh options, automatic retries, and ingestion monitoring. Data Reliability & Governance Monitor pipeline health, detect schema changes, and maintain data consistency across all connected sources. Benefits * Centralize data from multiple eCommerce and marketing platforms * Reduce engineering effort spent on building and maintaining integrations * Accelerate reporting and analytics initiatives * Enable self-service data access for business users * Improve data accuracy and consistency across teams * Scale data operations without increasing technical overhead Who Uses Saras Daton? Saras Daton is trusted by eCommerce operators, analytics teams, data engineers, growth marketers, and digital commerce brands looking to streamline data integration and build a reliable analytics foundation. What Makes Saras Daton Different? Unlike generic ETL solutions, Saras Daton is purpose-built for eCommerce. Its extensive connector library, AI-powered setup experience, and seamless integration with the Saras Analytics ecosystem help brands move from fragmented data to actionable insights faster.

Average Rating: 4.7/5.0

Total Reviews: 37

How Do G2 Users Rate Saras Daton?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Automation: 9.0/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind Saras Daton?

  • Seller: Saras Analytics
  • Year Founded: 2016
  • HQ Location: Westborough, MA
  • Twitter: @SarasAnalytics
    22 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    219 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Consumer Goods
  • Company Size: 49% Medium, 43% Small

What Do G2 Reviewers Say About Saras Daton?

AI-generated summary from verified user reviews

Pros
  • Users commend Daton's exceptional customer support, noting its promptness and knowledge as a valuable asset.
  • Users find Daton to be incredibly easy to use, especially with its seamless setup and user-friendly integration process.
  • Users value the seamless API integration of Daton, enhancing data management and onboarding with ease and efficiency.
  • Users value the variety of connectors in Saras Daton, enhancing integration and overall reporting capabilities.
  • Users benefit from the seamless data integration of Dayton, enhancing their analysis and decision-making capabilities.
Cons
  • Users express concerns over dashboard usability, citing too many options and integration limitations hindering their experience.
  • Users struggle with integration issues, facing limitations in connecting essential tools like AEM and Amazon Marketing Cloud.
  • Users experience occasional data inaccuracy with Saras Daton, affecting reliability during actual usage.
  • Users experience data inaccuracies with Saras Daton, impacting the reliability of their analysis and decisions.
  • Users face occasional data inaccuracy issues with Saras Daton, impacting reliability as they use the data.

What Are Recent G2 Reviews of Saras Daton?

What Are G2 Users Discussing About Saras Daton?

hotglue

hotglue is a developer-first embedded iPaaS founded by engineers to help B2B SaaS companies like Chargebee, Instructure, and SpotOn offer integrations in their product with other platforms. Based out of Washington DC, our team focuses on providing robust integration solutions that developers actually want to use. Our platform offers pre-built connectors to hundreds of SaaS applications (like Salesforce, NetSuite, Quickbooks, and more) while maintaining code-level control, custom transformations, and complete white-labeling capabilities. We handle the authentication, infrastructure, and connection UI while giving developers the flexibility they need. hotglue transforms integrations from engineering challenges into sales advantages for early-stage B2B SaaS companies. We enable teams to rapidly deploy customer-facing integrations that feel native to your product, helping close deals faster with significantly less engineering effort.

Average Rating: 4.9/5.0

Total Reviews: 42

How Do G2 Users Rate hotglue?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.1/10)
  • Automation: 9.9/10 (Category avg: 9.0/10)
  • Scalability: 9.9/10 (Category avg: 8.7/10)
  • Auditing: 8.5/10 (Category avg: 8.2/10)

Who Is the Company Behind hotglue?

  • Seller: hotglue
  • Year Founded: 2019
  • HQ Location: Washington , US
  • Twitter: @hotgluexyz
    119 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO
  • Top Industries: Computer Software
  • Company Size: 76% Small, 19% Medium

What Do G2 Reviewers Say About hotglue?

AI-generated summary from verified user reviews

Pros
  • Users value the speed and ease of integration with Hotglue, allowing quick setup and smooth functionality.
  • Users value the customizable integrations of Hotglue, significantly enhancing diverse customer offerings and streamlining data processes.
  • Users praise the responsive customer support of Hotglue, enhancing their experience and troubleshooting effortlessly.
  • Users value the easy integrations with Hotglue, enabling quick setup and access to diverse customer systems.
  • Users value the implementation ease of Hotglue, enabling quick and hassle-free data integration without extensive technical skills.
Cons
  • Users find difficult configuration challenging with Hotglue, but support is available to help navigate complexities effectively.
  • Users find the poor documentation challenging, especially for advanced configurations, despite strong support from the Hotglue team.
  • Users find the initial setup complex, but appreciate the excellent support available to ease the configuration process.
  • Users find the complexity in managing workflows of Hotglue overwhelming, suggesting a need for simpler configurations.
  • Users find the complex onboarding process overwhelming, suggesting more guided workflows would enhance the experience.

What Are Recent G2 Reviews of hotglue?

What Are G2 Users Discussing About hotglue?

Venn Technology

Venn Technology is an award-winning professional services firm specializing in integrating accounting, ERP, and CRM solutions for midsize organizations. Our software integrations are designed to put an end to siloed processes—saving clients time and money by eliminating error-prone, time-robbing manual operations that cause continual frustration and put organizations at risk. Our mission: Integrate. Automate. Be free!

Average Rating: 4.9/5.0

Total Reviews: 21

How Do G2 Users Rate Venn Technology?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)
  • Automation: 9.9/10 (Category avg: 9.0/10)
  • Scalability: 9.4/10 (Category avg: 8.7/10)
  • Auditing: 9.7/10 (Category avg: 8.2/10)

Who Is the Company Behind Venn Technology?

  • Seller: Venn Technology
  • Year Founded: 2015
  • HQ Location: Grapevine, US
  • Twitter: @venn_tech
    173 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Medium, 33% Small

What Do G2 Reviewers Say About Venn Technology?

AI-generated summary from verified user reviews

Pros
  • Users highlight the exceptional customer support from Venn Technologies, appreciating their responsiveness and thorough guidance throughout projects.
  • Users appreciate the professional and attentive service from Venn Technology, highlighting their innovative and timely solutions.
  • Users value the automation capabilities of Venn Technology, making processes easier and more seamless.
  • Users commend the effective code generation by Venn Technology, consistently delivering projects on time and meeting expectations.
  • Users commend Venn Technology for their ease of use, making integration and implementation smooth and hassle-free.
Cons
  • Users experience poor customer support due to longer than ideal ticket wait times, despite good escalation handling.

What Are Recent G2 Reviews of Venn Technology?

Boost.space

Boost.space is the #1 AI-Ready Data Sync platform on G2—recognized with over 100 customer-voted badges. ⭐️ Today's enterprises are investing heavily in AI, but most initiatives fail. Why? Because AI is "stateless"—it has no memory—and it's running on chaotic data fragmented across hundreds of applications. This data chaos costs companies an average of $15 million annually and wastes nearly 12 hours per employee every week.   Boost.space solves this foundational problem by creating a new category of enterprise infrastructure: the AI Memory Layer. We are not just another application; we are the persistent, unified memory that your entire AI and automation ecosystem needs to function intelligently. Our platform connects to over 2,400 apps to dismantle data silos, creating a single source of truth (SSOT) for all your business data. But unlike passive data warehouses, Boost.space is an active, read-write memory. Our real-time, three-way synchronization engine allows AI agents to not only read unified data but also act on it by writing changes back to your operational tools. At the heart of this is our Model Context Protocol (MCP), an "AI-Ready USB-C Port" for your enterprise that allows you to prompt your business in natural language. Whether you're building an AI-Ready PIM for e-commerce or an AI-Ready CDP for marketing, Boost.space provides the essential foundation, trusted by leaders like ŠKODA to make their data AI-ready.

Average Rating: 4.6/5.0

Total Reviews: 327

How Do G2 Users Rate Boost.space?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 9.8/10 (Category avg: 9.0/10)
  • Scalability: 9.3/10 (Category avg: 8.7/10)
  • Auditing: 8.6/10 (Category avg: 8.2/10)

Who Is the Company Behind Boost.space?

  • Seller: Boost.space s.r.o.
  • Year Founded: 2017
  • HQ Location: Prague, CZ
  • Twitter: @boostspace
    79 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Consulting
  • Company Size: 99% Small, 1% Medium

What Do G2 Reviewers Say About Boost.space?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integrations of Boost.space, enhancing productivity by connecting multiple platforms effortlessly.
  • Users benefit from Boost.space's automation capabilities, efficiently streamlining tasks and reducing operational costs.
  • Users love the seamless integrations of Boost.space, which unify workflows and enhance collaboration across multiple platforms.
  • Users appreciate the excellent integration options and user-friendly interface of Boost.space, simplifying their workflow.
  • Users appreciate the easy integration capabilities of Boost.space, enabling seamless connectivity between multiple platforms.
Cons
  • Users report a high learning curve with Boost.space, requiring time and technical skills to effectively use the platform.
  • Users note a steep learning curve initially, requiring time to adapt and understand the interface effectively.
  • Users find the learning difficulty of Boost.space challenging, requiring significant time investment to navigate its complexities.
  • Users find the complex setup challenging, often needing time and potential technical support to integrate effectively.
  • Users find the beginner difficulty daunting, emphasizing the need for better onboarding and tutorials to ease navigation.

What Are Recent G2 Reviews of Boost.space?

Tray.ai

Tray.ai offers a composable AI integration and automation platform that transforms AI into standout business performance. The Tray Universal Automation Cloud is an AI-ready platform that eliminates the need for disparate tools, enabling seamless integration and automation of complex business processes. Our platform supports all AI, integration, and automation initiatives from a single place. Developers benefit from a code-first, headless environment, freeing them from mundane tasks and allowing focus on business outcomes. The Tray Build IDE and AI Palette accelerate delivery for business technologists, providing easy access to 3rd party connectors and native AI capabilities. As enterprises strive for competitive advantage, our platform helps IT teams deploy AI effectively, connecting systems, automating processes, and integrating data to handle even the most demanding AI use cases. Built for high-change environments, Tray.ai excels in rapid prototyping, testing, and deployment. The fastest way to turn AI into business performance.™

Average Rating: 4.5/5.0

Total Reviews: 153

How Do G2 Users Rate Tray.ai?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Automation: 9.5/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 6.5/10 (Category avg: 8.2/10)

Who Is the Company Behind Tray.ai?

  • Seller: Tray.io
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @tray
    3,059 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    134 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 56% Medium, 34% Small

What Do G2 Reviewers Say About Tray.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integrations of Tray.ai, enabling seamless connections between various systems like Shopify and LMS.
  • Users find Tray.ai's ease of use exceptional, thanks to its intuitive UI and flexible workflow integrations.
  • Users love the versatile integrations of Tray.ai, enabling seamless connections between various systems and APIs.
  • Users value the custom automation capabilities of Tray.ai, appreciating its flexibility and ease of setup for workflows.
  • Users value the extensive connectors of Tray.ai, enabling seamless integration across various platforms and APIs.
Cons
  • Users find the missing features in Tray.ai, including lack of version control and descriptive documents, frustrating.
  • Users find complex pricing challenging, especially with frequent changes that complicate budgeting and planning.
  • Users note that Tray.ai's pricing is expensive, leading to challenges in budgeting and cost management.
  • Users experience a steep learning curve with Tray.ai, making it challenging for newcomers to navigate functionalities effectively.
  • Users find the poor documentation of Tray.ai frustrating, impacting the ease of setting up integrations.

What Are Recent G2 Reviews of Tray.ai?

What Are G2 Users Discussing About Tray.ai?

IBM DataStage

IBM® InfoSphere® DataStage® is a leading ETL platform that integrates data across multiple enterprise systems. It leverages a high performance parallel framework, available on-premises or in the cloud. The scalable platform provides extended metadata management and enterprise connectivity. It integrates heterogeneous data, including big data at rest (Hadoop-based) or big data in motion (stream-based), on both distributed and mainframe platforms. It supports IBM Db2® Z and Db2 for z/OS®, applies workload and business rules, and integrates real-time data in an easy to deploy, scalable platform. Learn More: https://ibm.co/2NpHEtZ

Average Rating: 4.0/5.0

Total Reviews: 62

How Do G2 Users Rate IBM DataStage?

  • Has the product been a good partner in doing business?: 7.7/10 (Category avg: 9.1/10)
  • Automation: 7.6/10 (Category avg: 9.0/10)
  • Scalability: 7.9/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.2/10)

Who Is the Company Behind IBM DataStage?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Top Industries: Banking, Information Technology and Services
  • Company Size: 77% Large, 15% Medium

What Do G2 Reviewers Say About IBM DataStage?

AI-generated summary from verified user reviews

Pros
  • Users value the customization flexibility of IBM DataStage, allowing integration of custom scripts to meet specific needs.
  • Users appreciate the high-performance data pipelining of DataStage, enabling efficient processing of massive data volumes seamlessly.
  • Users value the high-performance parallel processing engine of IBM DataStage, enabling efficient handling of massive data volumes.
  • Users value the ease of use of IBM DataStage, appreciating its intuitive interface for complex data tasks.
  • Users highlight the high-performance parallel processing of IBM DataStage, enabling efficient handling of massive data volumes.
Cons
  • Users criticize the complex processes in IBM DataStage, finding the steep learning curve frustrating for new team members.
  • Users often struggle with dependency issues due to IBM DataStage's complex licensing and vendor lock-in, making integration challenging.
  • Users highlight the expensive costs and complex licensing of IBM DataStage, making it hard for smaller businesses to adopt.
  • Users find a lack of real-time data in IBM DataStage, limiting its agility for modern DataOps needs.
  • Users find the steep learning curve of IBM DataStage challenging, especially for new hires with its complex settings.

What Are Recent G2 Reviews of IBM DataStage?

What Are G2 Users Discussing About IBM DataStage?

Zap Data Hub

Zap Data Hub is a data warehouse automation solution that streamlines the extraction, loading and transformation (ELT) of ERP and business data into a centralized, governed warehouse for reporting and analytics. Zap Data Hub is used by finance, operations and IT teams who need a faster, more structured way to integrate ERP data from platforms such as Microsoft Dynamics 365, SAP Business One, Sage and SYSPRO alongside other business sources like CRM, payroll and inventory systems. It automates the heavy lifting involved in data integration and preparation, allowing businesses to build a trusted data foundation without extensive coding or manual processes. By automatically mapping, transforming and loading data into a warehouse, Zap eliminates reliance on spreadsheets, manual extracts and disconnected reporting. It creates a governed semantic model that ensures consistent metrics across tools like the Power BI integration, Excel add-in and browser-based reporting. Zap can be deployed in the cloud or on-premises, with support for Microsoft Fabric. Key features and value points • End-to-end data warehouse automation that structures and governs data from ERP and other business systems • Pre-built ERP connectors and models that accelerate deployment and reduce implementation effort • Governed semantic model that ensures consistent, trusted reporting across business units and analytics tools • Reporting support through the Excel add-in, Power BI integration and browser-based options • Deployment flexibility offering cloud-based or on-premises options • Future-ready architecture that integrates with Microsoft Fabric and supports evolving analytics needs Zap Data Hub is suited to organizations that want to automate their reporting data foundations, improve governance and drive business insights without the complexity of manual data engineering.

Average Rating: 4.3/5.0

Total Reviews: 44

How Do G2 Users Rate Zap Data Hub?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 6.1/10 (Category avg: 8.7/10)
  • Auditing: 6.7/10 (Category avg: 8.2/10)

Who Is the Company Behind Zap Data Hub?

  • Seller: ZAP
  • Year Founded: 2001
  • HQ Location: Brisbane, Australia
  • Twitter: @ZAP_Data
    1,552 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    87 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Oil & Energy, Computer Software
  • Company Size: 61% Medium, 28% Large

What Do G2 Reviewers Say About Zap Data Hub?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Zap Data Hub, emphasizing effortless data integration and real-time access.
  • Users value the easy data integration with Zap Data Hub, simplifying ETL processes and enhancing operational efficiency.
  • Users appreciate the excellent customer support from the Zap Team, enhancing their overall experience and satisfaction.
  • Users value the clean reporting functionality of Zap Data Hub, appreciating its seamless integration and time-saving capabilities.
  • Users appreciate the robust analytics capabilities of Zap Data Hub, enabling seamless data integration and BI reporting.
Cons
  • Users find the steep learning curve of Zap Data Hub challenging, requiring support for comfortable usage and report development.
  • Users face complexity challenges when connecting to live Excel data and performing certain calculations effectively.
  • Users face challenges with importing Excel data, particularly with live connections and large file management.
  • Users face challenges with connecting to Excel sources and report exports, affecting overall usability of Zap Data Hub.
  • Users note a steep learning curve, making it challenging for occasional users to navigate and utilize effectively.

What Are Recent G2 Reviews of Zap Data Hub?

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: 8.2/10)

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
    148,266 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?

Minitab Connect

Minitab Connect is a secure, cloud-based data integration and management platform that enables organizations to access, prepare, and combine data from across their business. It connects to a wide range of data sources such as databases, cloud applications, spreadsheets, and on-premise systems so that teams can create a single, reliable source of truth for analysis and reporting. With Minitab Connect, users can automate data pipelines, clean and transform data, and deliver ready-to-use datasets directly into Minitab solutions and other business tools. This helps eliminate manual data preparation, improve data accuracy, and accelerate time to insight, empowering teams to make faster, data-driven decisions.

Average Rating: 4.5/5.0

Total Reviews: 30

How Do G2 Users Rate Minitab Connect?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Automation: 8.6/10 (Category avg: 9.0/10)
  • Scalability: 6.7/10 (Category avg: 8.7/10)
  • Auditing: 8.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Minitab Connect?

  • Seller: Minitab
  • Company Website:
  • Year Founded: 1972
  • HQ Location: State College, Pennsylvania, United States
  • Twitter: @Minitab
    5,017 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    732 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 57% Large, 33% Medium

What Do G2 Reviewers Say About Minitab Connect?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Minitab Connect, finding it accessible and intuitive for data analysis.
  • Users appreciate the efficient data integration of Minitab Connect, making seamless analysis and accessibility a breeze.
  • Users value the easy integrations of Minitab Connect, enhancing data access and efficiency across various sources.
  • Users value the seamless data integration and accessibility of Minitab Connect, enhancing their data analysis experience.
  • Users appreciate the efficiency of data integration with Minitab Connect, enabling seamless analysis and access to diverse sources.
Cons
  • Users face a high learning curve with Minitab Connect, requiring time and resources to master its features.
  • Users face a high learning difficulty with Minitab Connect, requiring time and patience to master the tool.
  • Users experience poor visualization with large datasets in Minitab Connect, finding it slow and challenging to use.
  • Users face visualization limitations with Minitab Connect, particularly regarding large datasets and complex transformations.
  • Users find the complexity of Minitab Connect frustrating, with slow transformations and a high cost relative to alternatives.

What Are Recent G2 Reviews of Minitab Connect?

What Are G2 Users Discussing About Minitab Connect?

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