Best Reverse ETL Software

How Many Reverse ETL Software Products Does G2 Track?

Total Products under this Category: 47

Category Stats (Sep 2026)

  • Average Rating: 4.57/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Savant Labs (+0.3%) - Among all products in this category, Savant Labs recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Reverse ETL Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,900+ Authentic Reviews
  • 47+ 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 Reverse ETL Software

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

Highlighted products: Fivetran, Workato, Hightouch, Peliqan, Twilio Segment, Matia, FME Platform, and Boomi Data Integration.

Underlying data: [Grid® JSON](https://www.g2.com/categories/reverse-etl/grids.json?focus%5B%5D=fivetran&focus%5B%5D=workato&focus%5B%5D=hightouch&focus%5B%5D=peliqan&focus%5B%5D=twilio-segment&focus%5B%5D=matia&focus%5B%5D=fme-platform&focus%5B%5D=boomi-data-integration)

Fivetran

Fivetran is the data foundation for AI. One platform moves, manages, and transforms data from every application, database, event stream, and file your business runs on into a governed foundation that analytics, operations, and AI can act on. Connectors deploy in minutes, run themselves, and adjust automatically when a source changes, so your data team spends its time building, not maintaining pipelines.

Average Rating: 4.3/5.0

Total Reviews: 810

How Do G2 Users Rate Fivetran?

  • Notifications: 7.9/10 (Category avg: 8.6/10)
  • Observability: 8.4/10 (Category avg: 8.8/10)
  • API Integrations: 8.5/10 (Category avg: 9.0/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Fivetran?

  • Seller: Fivetran
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Oakland, CA
  • Twitter: @fivetran
    5,767 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,902 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Medium, 27% Small

What Do G2 Reviewers Say About Fivetran?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of integration and maintenance with Fivetran, enhancing their ROI and workflow efficiency.
  • Users value the easy setup of Fivetran, appreciating its seamless integration with existing applications.
  • Users value the easy integration of Fivetran, seamlessly connecting with existing applications and enhancing data access.
  • Users value the responsive customer support from Fivetran, enhancing their overall experience and satisfaction.
  • Users appreciate the intuitive and simple layout of Fivetran, making data management efficient and accessible.
Cons
  • Users report experiencing sync issues that disrupt functionality, causing unpredictable failures and complications in workflow management.
  • Users find Fivetran's pricing to be quite expensive, which limits accessibility and flexibility for wider usage.
  • Users face integration issues with Fivetran, particularly regarding schema ownership and modifying connections amidst platform changes.
  • Users find the learning curve steep, requiring technical knowledge to navigate Fivetran effectively at first.
  • Users find Fivetran's pricing issues hinder accessibility and flexibility, making it less feasible for broader use.

What Are Recent G2 Reviews of Fivetran?

What Are G2 Users Discussing About Fivetran?

Hightouch

Hightouch is the leading data and Agentic Marketing Platform for modern marketing teams. Trusted by brands like Domino’s, Autotrader, cars.com, Superhuman (formerly Grammarly), and PetSmart, Hightouch helps marketers deliver personalized experiences, optimize performance, and move faster with data and AI. With Hightouch, business users can drive revenue, grow brand awareness, and maximize ROI without relying on engineering. Hightouch’s Composable Customer Data Platform (CDP), named a Leader in the 2026 Gartner® Magic Quadrant™ for Customer Data Platforms, collects behavioral data, resolves identities into unified Customer 360 profiles, builds audiences, syncs to 300+ destinations (including leading ad platforms), and measures campaign impact—directly from your cloud data warehouse. On top of this foundation, Hightouch’s Agentic Marketing Platform uses your complete data and all of the context from your marketing and advertising tools to power true end-to-end lifecycle and performance marketing across paid and owned channels. Purpose-built agents help you go from analyzing campaign performance, to ideating new campaigns, to generating creative, to building segments and cross-channel journeys, to activating audiences and optimization signals back into your ad platforms and downstream tools—often in minutes instead of weeks. Hightouch is built for security, compliance, and scale. Your data stays in your environment—Hightouch never becomes a system of record—and the platform meets SOC 2 Type II, HIPAA, ISO-27001, GDPR, CCPA, and Privacy Shield standards, so even the most regulated organizations can confidently use customer data to power marketing. This approach gives global teams a single, trusted foundation for activation while preserving strong governance, clear audit trails, and regional data residency requirements.

Average Rating: 4.6/5.0

Total Reviews: 405

How Do G2 Users Rate Hightouch?

  • Notifications: 8.3/10 (Category avg: 8.6/10)
  • Observability: 8.5/10 (Category avg: 8.8/10)
  • API Integrations: 8.9/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Hightouch?

  • Seller: Hightouch
  • Company Website:
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    636 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 62% Medium, 25% Small

What Do G2 Reviewers Say About Hightouch?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Hightouch, enabling quick data activation and seamless integration with tools.
  • Users appreciate the easy integration of Hightouch, enabling quick setups and seamless connections to multiple platforms.
  • Users appreciate the fantastic customer support from Hightouch, making setup and troubleshooting seamless and efficient.
  • Users value the seamless integrations of Hightouch, enabling efficient data transfer with minimal engineering effort.
  • Users value the effortless setup of Hightouch, allowing for quick integration and intuitive daily operations.
Cons
  • Users express concerns about Hightouch being expensive, particularly for organizations with large contact volumes and changing conditions.
  • Users find pricing issues with Hightouch due to sudden changes and lack of transparent communication, impacting affordability.
  • Users face integration issues with Hightouch, particularly related to debugging HTTP request connectors and handling errors.
  • Users often face syncing issues that complicate usability, particularly with error messages and list ordering in Hightouch.
  • Users experience sync issues with unclear error messages, impacting the ease of data transfer between platforms.

What Are Recent G2 Reviews of Hightouch?

What Are G2 Users Discussing About Hightouch?

Workato

Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one secure, cloud-native runtime. Trusted by over 12,000 customers including half the Fortune 500, Workato connects every system, process, and data source with 14,000+ pre-built connectors. What sets Workato apart: Enterprise MCP turns proven business processes into governed, agent-ready skills that any AI agent — Claude, ChatGPT, Cursor, or custom-built — can execute safely and predictably. No rip-and-replace required. Whether modernizing legacy integrations or deploying agentic AI at scale, Workato delivers the orchestration, governance, and trust needed in the enterprise.

Average Rating: 4.7/5.0

Total Reviews: 748

How Do G2 Users Rate Workato?

  • Notifications: 9.7/10 (Category avg: 8.6/10)
  • Observability: 9.1/10 (Category avg: 8.8/10)
  • API Integrations: 9.5/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Workato?

  • Seller: Workato
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Mountain View, California
  • Twitter: @Workato
    3,641 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,466 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Medium, 33% Large

What Do G2 Reviewers Say About Workato?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Workato, enabling quick automation without needing technical expertise.
  • Users love the easy integrations with Workato, allowing quick automation of tools like Salesforce and Slack.
  • Users love how Workato's easy integrations simplify automation, saving them hours and making processes seamless.
  • Users value the user-friendly and low-code interface of Workato, making business process automation seamless and efficient.
  • Users appreciate the ease of automation with Workato, enabling seamless integrations and saving significant time on repetitive tasks.
Cons
  • Users often find the complexity of Workato overwhelming, particularly regarding pricing and onboarding, leading to confusion.
  • Users find the learning curve steep, with complexity and confusion hindering smooth onboarding and workflow management.
  • Users are frustrated by data limitations in Workato, impacting email sends, job reporting, and large file transfers.
  • Users find the missing features in Workato's connector library limit their integration capabilities with lesser-known applications.
  • Users find the steep learning curve of Workato daunting, especially during onboarding and initial usage.

What Are Recent G2 Reviews of Workato?

What Are G2 Users Discussing About Workato?

Peliqan

Peliqan.io is an all-in-one AI-first data integration and automation platform designed for business teams, scale-ups and consultants. Unlike traditional data tools that demand heavy engineering effort, Peliqan enables both business users and technical teams to connect, manage, and activate their data in one collaborative environment - without requiring a dedicated data engineer. With 300+ built-in connectors, Peliqan connects to databases, SaaS business applications (ERP, CRM, Accounting, HRM/ATS etc.), cloud storage, files and APIs as well as on-prem data sources. New connectors are available on demand within 5 business days. Peliqan offers one-click ELT pipelines to the built-in data warehouse, or you can bring your own data warehouse. Peliqan supports all major data warehouses. Thanks to Peliqan’s Excel add-in, business users and consultants can work with real-time data in Excel. Analysts and power users can use Peliqan’s advanced SQL editor with the support of an AI assistant to transform data and prepare business-ready data sets, which can be used in any BI tool such as Microsoft Power BI, Metabase, Tableau, Qlik, Looker etc. Users can also set up Reverse ETL flows. Developers can go even further with Peliqan’s low-code environment, with a built-in virtual AI Data Engineer, where they can: - Build & Publish interactive data apps - Automate writebacks into source systems - Publish API endpoints for data sharing - Implement custom pipelines - Build out internal AI Agents By empowering business users, analysts, consultants and developers, Peliqan dramatically reduces reliance on IT support and speeds up decision-making. Peliqan is not just an ELT data pipeline tool, it’s a complete solution for data orchestration, automation, and activation. Peliqan also acts as the data foundation for Agentic AI, ensuring that AI agents work with trusted, up-to-date 360° views of customers, products, orders, and more - at the speed of a cloud data warehouse. Peliqan’s data warehouse provides an AI-ready data layer out-of-the-box including: - Automatic vectorizing of structured and non-structured data for RAG (Retrieval-Augmented Generation) - Text-to-SQL - MCP Gateway In today’s landscape, a data warehouse is no longer just for BI - it’s the foundation for both BI and AI. With Peliqan.io, organizations can integrate, analyze, and activate their data seamlessly, empowering both humans and AI agents to make smarter, faster decisions.

Average Rating: 4.8/5.0

Total Reviews: 86

How Do G2 Users Rate Peliqan?

  • Notifications: 8.7/10 (Category avg: 8.6/10)
  • Observability: 8.8/10 (Category avg: 8.8/10)
  • API Integrations: 9.5/10 (Category avg: 9.0/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Peliqan?

  • Seller: Peliqan
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Gent
  • Twitter: @Peliqan_io
    9 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 48% Small, 41% Medium

What Do G2 Reviewers Say About Peliqan?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Peliqan, enjoying seamless integration and effortless data management processes.
  • Users value the effortless integrations of Peliqan, enhancing data accessibility and automation in their workflows.
  • Users value the easy integrations of Peliqan, which streamline workflows and enhance operational efficiency across various platforms.
  • Users value the extensive pre-built connectors of Peliqan, enabling efficient data integration and faster client onboarding.
  • Users value the real-time data access and smooth integration capabilities of Peliqan for effective data management.
Cons
  • Users find the learning difficulty of Peliqan challenging, requiring technical expertise for setup and usage.
  • Users find Peliqan requires significant technical skills for setup and data transformation, limiting accessibility for non-tech users.
  • Users highlight feature limitations of Peliqan, requiring external tools for complete BI functionality and custom report creation.
  • Users find that Peliqan's steep learning curve requires expertise for optimal use and initial setup can be time-consuming.
  • Users find a steep learning curve for non-tech individuals due to required Python, SQL, and machine learning knowledge.

What Are Recent G2 Reviews of Peliqan?

Twilio Segment

Twilio Segment is the world’s leading Customer Data Platform (CDP). Our platform provides companies with the data foundation that they need to put their customers at the heart of every decision. Using Segment, companies can collect, unify and route their customer data into any system where it’s needed to better understand their customers and create seamless, compelling experiences in real-time. Thousands of companies, including Intuit, FOX, Instacart, and Levi’s use Segment to make real-time decisions, accelerate growth and deliver world-class customer experiences. For more information, visit https://segment.com.

Average Rating: 4.5/5.0

Total Reviews: 556

How Do G2 Users Rate Twilio Segment?

  • Notifications: 8.7/10 (Category avg: 8.6/10)
  • Observability: 6.7/10 (Category avg: 8.8/10)
  • API Integrations: 7.8/10 (Category avg: 9.0/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Twilio Segment?

  • Seller: Twilio
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • Twitter: @twilio
    81,644 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,801 employees on LinkedIn®
  • Ownership: NYSE: TWLO

Who Uses This Product?

  • Who Uses This: Product Manager, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Medium, 42% Small

What Do G2 Reviewers Say About Twilio Segment?

AI-generated summary from verified user reviews

Pros
  • Users find easy integration with various platforms in Twilio Segment to be incredibly efficient and hassle-free.
  • Users love the easy integrations with various platforms, enabling quick data flow without needing engineering support.
  • Users appreciate the ease of use of Twilio Segment, finding integration and setup straightforward and effective.
  • Users appreciate the easy setup of Twilio Segment, enabling efficient integration of multiple data sources.
  • Users appreciate the seamless integration capabilities of Twilio Segment, making data transfer effortless without needing engineering support.
Cons
  • Users find the pricing of Twilio Segment to be prohibitively expensive, which affects their overall satisfaction and recommendations.
  • Users express concerns about pricing issues, finding Twilio Segment's costs to be prohibitively high, affecting overall satisfaction.
  • Users face a steep learning curve for implementation, leading to costly mistakes and challenges for development teams.
  • Users struggle with poor customer support from Twilio Segment, leading to difficult implementation and dissatisfaction.
  • Users experience poor interface design issues with Segment, leading to implementation troubles and frustrating functionality challenges.

What Are Recent G2 Reviews of Twilio Segment?

What Are G2 Users Discussing About Twilio Segment?

Matia

Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data, instead of their tools. Matia combines ingestion, reverse ETL, data cataloging, and observability into a single, unified interface. Rather than stitching together multiple tools for data movement, observability, and metadata tracking, teams use Matia to streamline their workflow, reduce vendor bloat, and improve data trust across the organization. Common use cases include syncing operational data into warehouse destinations, monitoring pipeline health with built-in alerts, documenting data assets automatically, and aligning data delivery with business-critical SLAs. Teams adopt Matia to simplify their stack, reduce engineering overhead, and create more transparent, reliable data infrastructure.

Average Rating: 4.9/5.0

Total Reviews: 35

How Do G2 Users Rate Matia?

  • Notifications: 9.7/10 (Category avg: 8.6/10)
  • Observability: 9.2/10 (Category avg: 8.8/10)
  • API Integrations: 9.8/10 (Category avg: 9.0/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Matia?

  • Seller: Matia
  • Year Founded: 2023
  • HQ Location: Miami, US
  • LinkedIn® Page: linkedin.com
    61 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Computer Software
  • Company Size: 63% Medium, 23% Small

What Do G2 Reviewers Say About Matia?

AI-generated summary from verified user reviews

Pros
  • Users commend Matia for its exceptional customer support, ensuring quick responses and efficient solutions to meet their needs.
  • Users highlight the ease of use of Matia, appreciating its intuitive UI and seamless integration process.
  • Users commend Matia for its exceptional support and user-friendly UI, making integration and migrations seamless and efficient.
  • Users find Matia's implementation ease remarkable, with quick responses and seamless integration into existing workflows.
  • Users highlight the easy integrations of Matia, allowing seamless setup and collaboration within existing systems.
Cons
  • Users note the limited connectors currently available but appreciate the team's effort to expand integrations quickly.
  • Users find Matia's interface not user-friendly, experiencing difficulties with loading speed and complexity in navigation.
  • Users find the UI to be unintuitive and sluggish, impacting overall user experience and efficiency.
  • Users note limited features in Matia compared to competitors, but improvements and support are on the rise.
  • Users note the limited integration options of Matia, wishing for more data connections for enhanced functionality.

What Are Recent G2 Reviews of Matia?

FME Platform

FME, made by Safe Software, is the only All-Data, Any-AI Enterprise Integration Platform connecting all your data, applications, and AI services. All Data Velocities - Whether it’s batch, event, or stream processing, FME delivers you no-code business orchestration and automation. All Data Locations - Wherever your data is - in the cloud, on-premises, or both - FME matches your data landscape with processing, increasing scalability, agility, and security. All Data Types - From databases to business systems to IoT, you name it, we connect it. As the only integration platform with support for spatial data, FME delivers new insights so you can make better decisions and stay ahead of the competition. Any AI Technology - Power your workflows with the right data at the right time regardless of modality, location or data velocity. FME powers real-time, context-aware automation, scaling AI where and how you need it.

Average Rating: 4.6/5.0

Total Reviews: 127

How Do G2 Users Rate FME Platform?

  • Notifications: 9.4/10 (Category avg: 8.6/10)
  • Observability: 8.3/10 (Category avg: 8.8/10)
  • API Integrations: 8.3/10 (Category avg: 9.0/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind FME Platform?

  • Seller: Safe Software
  • Company Website:
  • Year Founded: 1993
  • HQ Location: British Columbia, Canada
  • Twitter: @SafeSoftware
    4,972 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    346 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, GIS Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Medium, 26% Small

What Do G2 Reviewers Say About FME Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface of FME Platform, making data workflows efficient and enjoyable to manage.
  • Users value the widespread data handling capabilities of the FME Platform, simplifying complex data workflows seamlessly.
  • Users laud FME Platform for its automation capabilities, enhancing productivity and streamlining complex data workflows effortlessly.
  • Users value the powerful automation and flexibility of FME Platform, enhancing data workflows and productivity significantly.
  • Users value the versatile data transformation capabilities of FME Platform, enhancing workflows and enabling efficient data handling.
Cons
  • Users often find the excessive complexity of FME Platform's automation features overwhelming, especially for less technical users.
  • Users find the pricing model expensive, particularly impacting smaller teams and individual power users seeking affordable options.
  • Users face a steep learning curve with FME Platform, particularly due to its complex UI and technical demands.
  • Users find the steep learning curve of FME Platform challenging, complicating their ability to navigate and understand the software.
  • Users express concerns over pricing issues, finding it increasingly expensive and unfavorable for smaller teams and individual users.

What Are Recent G2 Reviews of FME Platform?

What Are G2 Users Discussing About FME Platform?

Boomi Data Integration

Rivery's SaaS platform provides a unified solution for ELT pipelines, workflow orchestration, and data operations. Achieve more with less and create the most efficient, scalable data stack for your organization. Some of Rivery's features and capabilities: - Completely Automated SaaS Platform: Get setup and start connecting data in the Rivery platform in just a few minutes with little to no maintenance required. - Unified Data Ingestion, Transformation, & Orchestration: 100% data source capability, insight-ready data with both SQL and Python transformations, and complete workflow automation. - 200+ Native Connectors: Instantly connect to applications, databases, file storage options, and data warehouses with our fully-managed and always up-to-date connectors, including BigQuery, Redshift, Shopify, Snowflake, Amazon S3, Firebolt, Databricks, Salesforce, MySQL, PostgreSQL, and Rest API to name just a few. - Python Support: Have a data source that requires custom code? With Rivery’s native Python support, you can pull data from any system, no matter how complex the need. - Change Data Capture/Data Replication: Rivery’s best-in-class CDC support provides an easy, reliable and fast solution for replicating data from a database to your data warehouse. - 1-Click Data Apps: With Rivery Kits, deploy complete, production-level workflow templates in minutes with data models, pipelines, transformations, table schemas, and orchestration logic already defined for you based on best practices. - Data Development Lifecycle Support: Separate walled-off environments for each stage of your development, from dev and staging to production, making it easier to move fast without breaking things. Get version control, API, & CLI included. - Data Operations: With Rivery, you get centralized logging & reporting, monitoring & alerts, and data quality as part of a robust data operations layer for your data pipelines. - Solution-Led Support: Consistently rated the best support by G2, receive engineering-led assistance from Rivery to facilitate all your data needs. - Data Security: Industry-leading security and enterprise-grade privacy standards are built into Rivery’s network, product, and policies.

Average Rating: 4.7/5.0

Total Reviews: 120

How Do G2 Users Rate Boomi Data Integration?

  • Notifications: 8.6/10 (Category avg: 8.6/10)
  • Observability: 9.2/10 (Category avg: 8.8/10)
  • API Integrations: 9.0/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Boomi Data Integration?

  • Seller: Boomi
  • Year Founded: 2000
  • HQ Location: Conshohocken, PA
  • Twitter: @boomi
    101,014 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,071 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Medium, 36% Small

What Do G2 Reviewers Say About Boomi Data Integration?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Boomi Data Integration, finding it user-friendly and efficient for their needs.
  • Users commend the excellent customer support of Boomi Data Integration, enhancing their implementation and troubleshooting experiences.
  • Users commend Rivery's comprehensive data connectors, facilitating seamless integration and efficient reporting across platforms.
  • Users greatly value the automation capabilities of Boomi Data Integration, enhancing efficiency in data management processes.
  • Users find implementation easy with Boomi Data Integration, praising its user-friendliness and excellent customer support.
Cons
  • Users face data limitations with Boomi Data Integration, often struggling with missing documentation and incomplete fields.
  • Users often face information deficiency with Boomi Data Integration, leading to challenges in connecting different data sources effectively.
  • Users face insufficient information when connecting to data sources, leading to challenges in accessing necessary fields.
  • Users express concerns over the lack of available features, including missing documentation and limited data field access.
  • Users experience limited features as some data sources lack documentation and necessary report fields, hindering integration efforts.

What Are Recent G2 Reviews of Boomi Data Integration?

What Are G2 Users Discussing About Boomi Data Integration?

Weld

Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy data pipelines in minutes with connectors that adapt to schema changes, detect duplicates, self-heal on failure, and run without maintenance, so your data team can focus on insights, not infrastructure.

Average Rating: 4.8/5.0

Total Reviews: 107

How Do G2 Users Rate Weld?

  • Notifications: 8.7/10 (Category avg: 8.6/10)
  • Observability: 9.0/10 (Category avg: 8.8/10)
  • API Integrations: 8.3/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Weld?

  • Seller: Weld
  • Company Website:
  • Year Founded: 2021
  • HQ Location: Copenhagen, DK
  • Twitter: @WeldHQ
    98 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    94 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Computer Software, Retail
  • Company Size: 58% Small, 41% Medium

What Do G2 Reviewers Say About Weld?

AI-generated summary from verified user reviews

Pros
  • Users praise the excellent customer support of Weld, noting quick resolutions and a highly responsive team.
  • Users admire the ease of use of Weld, appreciating its seamless integration and intuitive setup process.
  • Users praise Weld's automation capabilities, enabling efficient data integration and analysis with minimal technical expertise required.
  • Users appreciate the exceptional support from Weld, along with its easy setup and helpful AI assistant features.
  • Users value the easy implementation and seamless integration of Weld, significantly enhancing their workflow and efficiency.
Cons
  • Users find the limited connectors on the basic plan restrictive, though many needs are still met with Weld.
  • Users find the connector limitations in Weld's basic plan restrictive, impacting their ability to integrate fully.
  • Users find the limited integrations in Weld somewhat restrictive, affecting their connectivity and experience.
  • Users find complex setup challenging, especially in tracking properties and debugging intricate queries effectively.
  • Users experience occasional connection issues with Weld that can impact sync reliability and require manual adjustments.

What Are Recent G2 Reviews of Weld?

Skyvia

Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and much more. Benefits of Using Skyvia: • Cost efficiency: With affordable, flexible pricing plans for each product, Skyvia suites for businesses of any size. • Ease of Use: Based on extensive customer feedback, ease of use is Skyvia's strongest quality. • Flexibility: Skyvia provides adaptable, no-code integration tools for both basic and advanced business scenarios. • Trust: Skyvia is trusted by thousands of data-driven organizations around the globe. With a vast library of 200+ connectors, Skyvia provides seamless integration among various cloud applications, databases, and data warehouses, including Salesforce, Dynamics CRM, QuickBooks Online, SQL Server, Amazon Redshift, Google BigQuery, and others.

Average Rating: 4.8/5.0

Total Reviews: 320

How Do G2 Users Rate Skyvia?

  • Notifications: 1.7/10 (Category avg: 8.6/10)
  • Observability: 7.5/10 (Category avg: 8.8/10)
  • API Integrations: 6.7/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Skyvia?

  • Seller: Devart
  • Year Founded: 1997
  • HQ Location: Wilmington, Delaware, USA
  • Twitter: @DevartSoftware
    1,736 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    251 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, CTO
  • Top Industries: Information Technology and Services, Marketing and Advertising
  • Company Size: 52% Small, 41% Medium

What Do G2 Reviewers Say About Skyvia?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive interface of Skyvia, making data integration tasks quick and straightforward.
  • Users appreciate the easy integrations provided by Skyvia, enhancing their workflow across multiple platforms effortlessly.
  • Users find the easy setup of Skyvia invaluable, making data integration straightforward and hassle-free for teams.
  • Users laud the easy setup of Skyvia, making integration fast and user-friendly without any coding required.
  • Users value the easy integrations provided by Skyvia, making complex connections simple and efficient.
Cons
  • Users note an information deficiency in Skyvia, citing a lack of detailed documentation and insufficient logging for troubleshooting.
  • Users find the difficult setup of Skyvia challenging, especially with large datasets and complex integrations.
  • Users find the learning curve steep initially, needing time to fully grasp the platform's functionalities.
  • Users find the poor documentation of Skyvia limits effective use, suggesting improvements for clarity and real-world examples.
  • Users face setup difficulties with large datasets and field mapping, which may require extra time and effort.

What Are Recent G2 Reviews of Skyvia?

What Are G2 Users Discussing About Skyvia?

GrowthLoop

GrowthLoop is an agentic Composable CDP. It drives compound marketing growth by accelerating the marketing cycle, using Agentic AI powered by your first-party data. It accelerates today’s slow marketing cycles, where manual processes are required to build audiences, customer journeys, channel plans and performance reports, leading to slow iterations and slow growth. GrowthLoop’s Agentic AI uses an organization’s first-party data – their customer, business and marketing data – to: Propose audiences, customer journeys and channels for campaigns Execute those campaigns under marketing’s direction. Learn from the performance data and continuously improve. Marketing controls this process: it sets objectives up front, and approves and edits recommendations throughout. We call this ‘Compound Marketing.’ With compound marketing, CMOs improve and accelerate their marketing cycles with agentic AI trained on their first-party data - leading to fast iterations and rapidly compounding growth. Join thousands of enterprise marketers & data teams who trust GrowthLoop and compound marketing to accelerate their growth. Learn more at GrowthLoop.com

Average Rating: 4.7/5.0

Total Reviews: 111

How Do G2 Users Rate GrowthLoop?

  • Notifications: 8.3/10 (Category avg: 8.6/10)
  • Observability: 8.6/10 (Category avg: 8.8/10)
  • API Integrations: 9.4/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.9/10)

Who Is the Company Behind GrowthLoop?

Who Uses This Product?

  • Top Industries: Sports, Marketing and Advertising
  • Company Size: 58% Large, 33% Medium

What Do G2 Reviewers Say About GrowthLoop?

AI-generated summary from verified user reviews

Pros
  • Users commend the outstanding customer support of GrowthLoop, facilitating seamless onboarding and tailored solutions for their needs.
  • Users find GrowthLoop's ease of use exceptional, simplifying workflows and allowing for quick data handling and event replication.
  • Users value the time efficiency of GrowthLoop, completing tasks in minutes instead of hours, streamlining their workflow.
  • Users value the easy creation and integration features of GrowthLoop, streamlining their data management efficiently.
  • Users praise GrowthLoop for its fast audience creation and exceptional support, enabling efficient scaling of personalization efforts.
Cons
  • Users experience slow performance with occasional lags that hinder workflows and complicate campaign execution.
  • Users express concern over the lack of detailed data management and difficulty in exporting files independently.
  • Users report error reporting issues, such as missing notifications for filter problems that affect audience engagement.
  • Users face integration difficulties, particularly with data systems, which hinders effective usage of GrowthLoop.
  • Users find the learning curve challenging due to complex setup and a lack of guidance for best practices.

What Are Recent G2 Reviews of GrowthLoop?

RudderStack

RudderStack’s agentic CDP enables you to collect, unify, and activate customer data from an integrated platform that wraps around your data warehouse as the system of record. Our infrastructure is battle tested with proven reliability at peak loads up to 1M events/second and 99.95% uptime. Proactive governance tools enable you to enforce data quality and compliance in pipeline, so downstream systems always get activation ready data. And our AI capabilities transform both how you work with customer data and what you can do with it. With RudderStack, your whole business can trust and use customer data. Data teams ship faster, business teams self-serve rich customer context, and agents consistently deliver powerful, privacy safe experiences. Over 30,000 sites and apps run RudderStack including Crate & Barrel, Foot Locker, Glassdoor, Stripe, Allbirds, and more. RudderStack acquired Blendo in 2020

Average Rating: 4.7/5.0

Total Reviews: 51

How Do G2 Users Rate RudderStack?

  • Notifications: 7.0/10 (Category avg: 8.6/10)
  • Observability: 7.7/10 (Category avg: 8.8/10)
  • API Integrations: 9.2/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.9/10)

Who Is the Company Behind RudderStack?

  • Seller: RudderStack
  • Company Website:
  • Year Founded: 2019
  • HQ Location: San Francisco, California
  • Twitter: @RudderStack
    1,695 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    126 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Medium, 46% Small

What Do G2 Reviewers Say About RudderStack?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of RudderStack, enabling quick setup and smooth data integration effortlessly.
  • Users appreciate the excellent customer support from RudderStack, highlighting their helpfulness and partnership in projects.
  • Users commend the easy integration capabilities of RudderStack, enabling seamless connection to various data tools.
  • Users rave about the easy setup of RudderStack, highlighting quick implementation and a user-friendly interface.
  • Users appreciate the easy integrations of RudderStack, facilitating quick connections and seamless data management.
Cons
  • Users find the learning curve steep, citing confusion with the interface and schema inconsistencies during setup.
  • Users find the limited customization options restrictive, impacting functionality and overall satisfaction with RudderStack.
  • Users find the complexity of the setup in RudderStack challenging, especially those with less technical experience.
  • Users feel there is a lack of adequate guidance with RudderStack, impacting troubleshooting and integration understanding.
  • Users find onboarding difficult due to complex setups and inadequate documentation, requiring support for issues.

What Are Recent G2 Reviews of RudderStack?

Savant Labs

Savant is an AI workflow automation platform built for enterprise finance, tax, and accounting teams. It turns messy, manual data work like extraction, preparation, reconciliation, and reporting into centrally governed, audit-ready workflows, driving efficiency without sacrificing accuracy, control, or compliance. Savant integrates with your preferred LLM, including Claude, Copilot, ChatGPT, and private LLMs, so you control model choice, data residency, and cost. Ask in plain language for the workflow you want to build, or simply say "run this month's reconciliation," and Savant turns that instruction into a repeatable, governed, auditable workflow. Trusted by Fortune 500 enterprises, Savant catches errors before they're filed, ensures audit readiness without the scramble, and gives finance teams their time back. WHAT SETS SAVANT APART Unlike general-purpose AI tools or legacy analytics platforms, Savant was built specifically for finance workflows where 99% accuracy isn't good enough — because 1% errors at scale become audit findings, restatements, and compliance exposure. Three things make Savant different - Deterministic, not probabilistic: Savant uses rule-based AI agents, not LLM guesses. Consistent inputs produce consistent outputs. - Governance and auditability are built in, not bolted on: Audit trail, data lineage, SOX controls, role-based access, and evidence packs are standard, not add-ons. - Handles the data other tools can't: Native processing for PDFs, scanned documents, and invoices — the unstructured data that breaks legacy workflows. KEY FEATURES - AI-powered workflow automation: Automate any workflow end to end — financial reconciliation, month-end close, tax provisioning, accruals, and more. Works with structured and unstructured data, including PDFs, scanned documents, and ERP extracts. - Reproducible results: AI agents follow step-by-step logic with validation at each stage. Same inputs produce the same outputs, every time — no black boxes, no probabilistic guesses. - Built-in audit trail, data lineage, and evidence packs: Every workflow step is logged automatically. Complete data lineage from source to output. No manual documentation, no reconstructing steps across email chains. - SOX compliance by design: Segregation of duties, version control, approval management, and user activity history are built in from day one. - Human-in-the-loop exception handling: Savant proactively flags exceptions for human review, allowing analysts to catch errors before they reach a filing. The AI learns from human judgments over time. - 500+ enterprise connectors: Connect to your existing ERPs, CRMs, BI platforms, file systems, email, and more out of the box. - Enterprise-grade security: SOC 2 Type II, SOC 1 Type II, ISO 27001. SSO/SAML, role-based access control, private cloud and VPC deployment available. USE CASES - Month-end and year-end close automation - Financial reconciliations and tie-outs - Tax provision preparation - State apportionment calculations - Sales and use tax reconciliation - Data extraction from PDFs, invoices, and scanned documents - ERP data consolidation across multiple systems - Intercompany accounting and multi-entity reporting - Audit evidence package preparation - Recurring reporting and dashboard publishing

Average Rating: 4.7/5.0

Total Reviews: 51

How Do G2 Users Rate Savant Labs?

  • Notifications: 8.3/10 (Category avg: 8.6/10)
  • Observability: 8.9/10 (Category avg: 8.8/10)
  • API Integrations: 8.9/10 (Category avg: 9.0/10)
  • Ease of Admin: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Savant Labs?

  • Seller: Savant Labs
  • Company Website:
  • Year Founded: 2021
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    66 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Logistics and Supply Chain
  • Company Size: 42% Large, 40% Medium

What Do G2 Reviewers Say About Savant Labs?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use in Savant Labs, enabling seamless analytics without requiring extensive knowledge.
  • Users appreciate the friendly customer support from Savant Labs, which provides timely assistance for any issues encountered.
  • Users praise the user-friendly interface of Savant Labs, making complex data analytics accessible to everyone.
  • Users enjoy the easy integration capabilities of Savant Labs, simplifying workflows and enhancing data connectivity effortlessly.
  • Users highlight the easy integrations of Savant Labs, allowing seamless connectivity with various data sources effortlessly.
Cons
  • Users note a steep learning curve with Savant Labs, often struggling with data source updates and tool integration.
  • Users experience a steep learning curve with Savant Labs, making it challenging to master effectively.
  • Users often face integration issues, struggling with data updates and lacking clear instructions for linking tools effectively.
  • Users face access issues with Savant Labs, struggling to log in and navigate complex features and tools.
  • Users face data management challenges, struggling with updating sources and lack of clear guidance in Savant Labs.

What Are Recent G2 Reviews of Savant Labs?

Informatica Data Integration and Engineering

Cloud Data Integration (CDI) is a comprehensive, AI-powered ETL and ELT solution designed to easily move, transform, and synchronize data between various sources and target systems across any cloud, anywhere, at scale. Built on a modern technology stack, CDI offers easy, efficient and cost-effective data ingestion, transformation, synchronization, and replication for a multi-cloud and serverless world for everyone and everywhere. It covers diverse integration patterns, ensuring you have well-architected and seamlessly automated data pipelines for all your advanced analytics and AI needs.

Average Rating: 4.3/5.0

Total Reviews: 224

How Do G2 Users Rate Informatica Data Integration and Engineering?

  • Ease of Admin: 8.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Informatica Data Integration and Engineering?

  • Seller: Informatica
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 67% Large, 24% Medium

What Do G2 Reviewers Say About Informatica Data Integration and Engineering?

AI-generated summary from verified user reviews

Pros
  • Users find Informatica Data Integration's ease of use remarkable, favoring its intuitive interface and drag-and-drop functionality.
  • Users value the efficiency of Informatica Data Integration, enabling reliable and scalable ETL processes seamlessly.
  • Users value the ease of use and extensive connectivity of Informatica Cloud Data Integration for efficient ETL processes.
  • Users value the time-saving capabilities of Informatica Data Integration, benefiting from efficient cloud access and automation.
  • Users appreciate the automation features of Informatica Data Integration, enhancing efficiency in data workflows and scheduling.
Cons
  • Users find the complexity of setup and configuration challenging, particularly for beginners navigating the platform.
  • Users find the complex usability of Informatica Data Integration challenging, especially during setup and performance optimization.
  • Users find that debugging can be difficult, as it often requires significant effort and expertise to manage effectively.
  • Users find the difficult setup process challenging, especially for newcomers to the Informatica platform.
  • Users find the error messages frustrating and lacking documentation, complicating their experience with the tool.

What Are Recent G2 Reviews of Informatica Data Integration and Engineering?

What Are G2 Users Discussing About Informatica Data Integration and Engineering?

Meiro

Meiro is customer data infrastructure that deploys wherever your data needs to live — on AWS, Azure, GCP, or on-premise in any country. No forced data egress. Your infrastructure, your rules. We turn fragmented customer data into real-time customer context that every team and every AI agent can trust. Meiro Pipes (CDI) — for data engineers and product teams. It captures behavioral events from every touchpoint, enriches them, and routes data to your warehouse, analytics stack, activation tools, and AI agents. More than 60M events are routinely processed daily for a single enterprise client. Built-in AI agents support schema mapping, pipeline debugging, and setup. Includes an MCP server and CLI for structured context access. Meiro Audiences (CDP) — for marketers, CRM teams, and growth operators. It provides a persistent single customer view, AI-powered segmentation, calculated attributes, and consent governance. Native adtech integrations include Meta CAPI, Google Ads, TikTok, and The Trade Desk. Audiences can also be queried by AI agents in real time. Meiro Engage (CEP) — for hyper-personalization across email, push, SMS, WhatsApp, web banners, and paid media. It supports journey orchestration, conversion triggers, and agent-triggered actions, with no volume limits. All three products share one data layer, one identity graph, and one governance model — no middleware, no integration sprawl. Outcomes our clients deliver: +300% addressable audiences, +160% ROAS, 84% conversion uplift through personalization, and 60–80% cost savings versus legacy CDPs at scale. Warehouse-composable: Works natively with Snowflake, BigQuery, and Databricks — or runs fully standalone. You do not need a warehouse to get started. Bring one later, or not at all. Sovereign deployment: Deploy Meiro self-hosted on any cloud in any region, on-premise, or fully managed by us. Your AI agents access customer context inside your infrastructure — with no data export and no third-party model training on your data.

Average Rating: 4.7/5.0

Total Reviews: 82

How Do G2 Users Rate Meiro?

  • Notifications: 10.0/10 (Category avg: 8.6/10)
  • Observability: 10.0/10 (Category avg: 8.8/10)
  • API Integrations: 9.4/10 (Category avg: 9.0/10)
  • Ease of Admin: 8.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Meiro?

  • Seller: Meiro
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Singapore, SG
  • Twitter: @Meiro_io
    126 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    50 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 44% Medium, 39% Small

What Do G2 Reviewers Say About Meiro?

AI-generated summary from verified user reviews

Pros
  • Users love the advanced personalization features of Meiro, enhancing customer experiences and driving revenue growth.
  • Users value data segmentation with Meiro, enabling personalized engagement through a unified and real-time customer view.
  • Users appreciate the ease of use of Meiro, highlighting its smooth integration and intuitive interface for data management.
  • Users value the responsive customer support from Meiro, enhancing the onboarding experience and overall satisfaction.
  • Users admire the exceptional customization of Meiro, enabling tailored solutions that enhance data privacy and marketing effectiveness.
Cons
  • Users note a steep learning curve for non-technical teams, though onboarding support helps ease the transition.
  • Users find the difficult setup of Meiro requires technical expertise and can be time-consuming for teams.
  • Users wish for a more user-friendly visual builder for web banners, enhancing ease of use and functionality.
  • Users note limited customization options in Meiro, which may not suit all industry needs and preferences.
  • Users find the difficult learning curve of Meiro challenging, especially for non-technical teams needing coding adjustments.

What Are Recent G2 Reviews of Meiro?

What Are G2 Users Discussing About Meiro?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated October 3, 2024