# Best Reverse ETL Software

  *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)*

   Reverse ETL is the process of syncing data from a data warehouse to several business applications. Reverse ETL software is used to pull data from data warehouses or any other central data repository and send this data to third-party integrations, API integrations and tools, pre-built connectors, etc., which can then be used by several teams such as marketing, sales, etc.

Reverse ETL is used to power workflows and provide clean, prepared data for several marketing and ad campaigns. Since it syncs real-time data from the warehouse to business applications, teams across an organization can access the right data to make insightful decisions.

Tradition [ETL tools](https://www.g2.com/categories/etl-tools) are used to transfer data to or between databases. Reverse ETL, however, is the “reverse" of the ETL process since data is moving out of the data warehouse and into several business applications.

To qualify for inclusion in the Reverse ETL category, a product must:

- Ensure data sync from a data warehouse (source of truth) to business applications
- Support several pre-built connectors to various APIs to facilitate loading data into the applications 
- Provide a system for detailed logging, auditing, and updates and provide alerts in case of any issues





## Category Overview

**Total Products under this Category:** 43


## Trust & Credibility Stats

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 3,700+ Authentic Reviews
- 43+ 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.


## Best Reverse ETL Software At A Glance

- **Leader:** [Workato](https://www.g2.com/products/workato/reviews)
- **Highest Performer:** [Peliqan](https://www.g2.com/products/peliqan/reviews)
- **Easiest to Use:** [Matia](https://www.g2.com/products/matia/reviews)
- **Top Trending:** [Peliqan](https://www.g2.com/products/peliqan/reviews)
- **Best Free Software:** [Hightouch](https://www.g2.com/products/hightouch/reviews)


---

**Sponsored**

### 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



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---

## Top-Rated Products (Ranked by G2 Score)
### 1. [Workato](https://www.g2.com/products/workato/reviews)
  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:** 725

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.0/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Workato](https://www.g2.com/sellers/workato)
- **Company Website:** https://www.workato.com
- **Year Founded:** 2013
- **HQ Location:** Mountain View, California
- **Twitter:** @Workato (3,599 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3675685 (1,348 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Software Engineer, Senior Software Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 43% Mid-Market, 33% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (366 reviews)
- Integrations (245 reviews)
- Easy Integrations (232 reviews)
- Automation (198 reviews)
- Features (195 reviews)

**Cons:**

- Complexity (83 reviews)
- Learning Curve (77 reviews)
- Missing Features (77 reviews)
- Data Limitations (76 reviews)
- Expensive (71 reviews)

### 2. [Hightouch](https://www.g2.com/products/hightouch/reviews)
  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:** 392

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.0/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Hightouch](https://www.g2.com/sellers/hightouch)
- **Company Website:** https://hightouch.com/
- **Year Founded:** 2021
- **HQ Location:** San Francisco, US
- **Twitter:** @HightouchData (2,896 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/hightouchio/ (477 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Software Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 63% Mid-Market, 25% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (16 reviews)
- Easy Integration (12 reviews)
- Customer Support (9 reviews)
- Easy Integrations (9 reviews)
- Easy Setup (9 reviews)

**Cons:**

- Expensive (5 reviews)
- Pricing Issues (5 reviews)
- Integration Issues (4 reviews)
- Slow Performance (4 reviews)
- Syncing Issues (4 reviews)

### 3. [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews)
  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:** 554

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 8.9/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Twilio](https://www.g2.com/sellers/twilio)
- **Year Founded:** 2008
- **HQ Location:** San Francisco, CA
- **Twitter:** @twilio (81,550 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/twilio-inc-/ (6,627 employees on LinkedIn®)
- **Ownership:** NYSE: TWLO

**Reviewer Demographics:**
  - **Who Uses This:** Product Manager, Software Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 47% Mid-Market, 42% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (5 reviews)
- Easy Integration (5 reviews)
- Easy Integrations (5 reviews)
- Easy Setup (4 reviews)
- Integration Capabilities (4 reviews)

**Cons:**

- Expensive (5 reviews)
- Pricing Issues (3 reviews)
- Learning Curve (2 reviews)
- Poor Customer Support (2 reviews)
- Poor Interface Design (2 reviews)

### 4. [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews)
  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

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.1/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Boomi](https://www.g2.com/sellers/boomi)
- **Year Founded:** 2000
- **HQ Location:** Chesterbrook, PA
- **Twitter:** @boomi (101,219 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/boomi-inc/ (2,874 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 42% Mid-Market, 36% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (5 reviews)
- Customer Support (4 reviews)
- Data Management (4 reviews)
- Automation (3 reviews)
- Implementation Ease (3 reviews)

**Cons:**

- Data Limitations (1 reviews)
- Information Deficiency (1 reviews)
- Insufficient Information (1 reviews)
- Lacking Features (1 reviews)
- Limited Features (1 reviews)

### 5. [Peliqan](https://www.g2.com/products/peliqan/reviews)
  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 250+ 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:** 71

**User Satisfaction Scores:**

- **Notifications:** 8.5/10 (Category avg: 8.6/10)
- **Observability:** 8.8/10 (Category avg: 8.8/10)
- **API Integrations:** 9.0/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Peliqan](https://www.g2.com/sellers/peliqan)
- **Company Website:** https://peliqan.io
- **Year Founded:** 2022
- **HQ Location:** Gent
- **Twitter:** @Peliqan_io (8 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/peliqan-data (27 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 47% Mid-Market, 42% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (45 reviews)
- Integrations (43 reviews)
- Easy Integrations (37 reviews)
- Connectors (36 reviews)
- Data Management (36 reviews)

**Cons:**

- Learning Difficulty (18 reviews)
- Required Technical Skills (12 reviews)
- Feature Limitations (10 reviews)
- Learning Curve (10 reviews)
- Steep Learning Curve (9 reviews)

### 6. [Matia](https://www.g2.com/products/matia/reviews)
  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:** 32

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Matia](https://www.g2.com/sellers/matia)
- **Company Website:** https://www.matia.io
- **Year Founded:** 2023
- **HQ Location:** Miami, US
- **LinkedIn® Page:** http://linkedin.com/company/matia-data (39 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Financial Services, Computer Software
  - **Company Size:** 59% Mid-Market, 25% Small-Business


#### Pros & Cons

**Pros:**

- Customer Support (25 reviews)
- Ease of Use (18 reviews)
- Features (18 reviews)
- Integrations (13 reviews)
- Reliability (12 reviews)

**Cons:**

- Limited Connectors (4 reviews)
- Missing Features (4 reviews)
- Limited Features (3 reviews)
- Limited Integrations (3 reviews)
- Not User-Friendly (3 reviews)

### 7. [Weld](https://www.g2.com/products/weld-weld/reviews)
  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:** 101

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.1/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Weld](https://www.g2.com/sellers/weld-733aad41-2e36-4f42-9349-7d847f41d873)
- **Year Founded:** 2021
- **HQ Location:** Copenhagen, DK
- **Twitter:** @WeldHQ (98 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/weldhq/ (97 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO
  - **Top Industries:** Computer Software, Retail
  - **Company Size:** 58% Small-Business, 41% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (16 reviews)
- Customer Support (13 reviews)
- Features (12 reviews)
- Automation (11 reviews)
- Data Integration (9 reviews)

**Cons:**

- Limited Connectors (8 reviews)
- Feature Limitations (6 reviews)
- Missing Features (5 reviews)
- Limited Integrations (4 reviews)
- Connectivity Issues (3 reviews)

### 8. [GrowthLoop](https://www.g2.com/products/growthloop/reviews)
  GrowthLoop is a Compound Marketing Engine. 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:** 108

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.3/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [GrowthLoop (Flywheel Software)](https://www.g2.com/sellers/growthloop-flywheel-software)
- **Company Website:** https://www.growthloop.com/
- **Year Founded:** 2015
- **HQ Location:** San Francisco, US
- **Twitter:** @growthloop (71 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/growthloop-co/ (94 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Sports, Marketing and Advertising
  - **Company Size:** 59% Enterprise, 33% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Support (35 reviews)
- Ease of Use (34 reviews)
- Features (18 reviews)
- Easy Integration (13 reviews)
- Marketing Personalization (13 reviews)

**Cons:**

- Slow Performance (5 reviews)
- Learning Curve (4 reviews)
- UX Improvement (4 reviews)
- Data Management (3 reviews)
- Error Reporting (3 reviews)

### 9. [Meiro](https://www.g2.com/products/meiro/reviews)
  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:** 60

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Meiro](https://www.g2.com/sellers/meiro)
- **Company Website:** https://www.meiro.io
- **Year Founded:** 2018
- **HQ Location:** Singapore, SG
- **Twitter:** @Meiro_io (125 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/meirocdp/ (53 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Marketing and Advertising
  - **Company Size:** 45% Small-Business, 42% Mid-Market


#### Pros & Cons

**Pros:**

- Personalization (21 reviews)
- Ease of Use (18 reviews)
- Data Segmentation (17 reviews)
- Easy Integration (17 reviews)
- Customer Support (16 reviews)

**Cons:**

- Learning Curve (6 reviews)
- Difficult Setup (3 reviews)
- Feature Development (3 reviews)
- Limited Customization (3 reviews)
- Difficult Learning (2 reviews)

### 10. [RudderStack](https://www.g2.com/products/rudderstack/reviews)
  RudderStack is the leading warehouse native CDP designed to help organizations efficiently collect, unify, and activate customer data across various channels. This end-to-end solution empowers data teams to streamline their data management processes, enabling businesses to leverage insights for growth and improved customer engagement. By integrating seamlessly with existing systems, RudderStack facilitates a comprehensive view of customer interactions, which is crucial for informed decision-making. Targeted primarily at data teams, RudderStack serves a diverse range of industries, including retail, finance, healthcare, media and technology. Its user-friendly interface and robust capabilities make it suitable for organizations looking to enhance their data strategy without the need for extensive technical expertise. Key features of RudderStack include its ability to integrate with various data sources and destinations, ensuring that organizations can centralize their customer data effectively. The platform supports a wide array of integrations with popular tools and services, allowing users to connect their existing tech stack effortlessly. Additionally, RudderStack offers advanced data transformation capabilities, enabling teams to clean and enrich their data before utilizing it for analytics or marketing campaigns. One of the standout benefits of RudderStack is its warehouse-native architecture, which allows businesses to store their customer data directly in their data warehouse. This approach not only enhances data security but also provides organizations with greater control over their data. By eliminating the need for third-party data storage solutions, RudderStack helps businesses reduce costs and improve data accessibility. Furthermore, the platform's flexibility allows for real-time data updates, ensuring that teams are always working with the most current information. Overall, RudderStack is a powerful tool for organizations aiming to harness the full potential of their customer data. With its comprehensive features and focus on unifying data from various sources, it stands out in the competitive landscape of customer data platforms, making it a valuable asset for businesses looking to drive growth and enhance customer 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

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.3/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [RudderStack](https://www.g2.com/sellers/rudderstack)
- **Company Website:** https://www.rudderstack.com
- **Year Founded:** 2019
- **HQ Location:** San Francisco, California
- **Twitter:** @RudderStack (1,685 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/rudderlabs/about (127 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 54% Mid-Market, 46% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (18 reviews)
- Customer Support (16 reviews)
- Easy Integration (11 reviews)
- Easy Setup (9 reviews)
- Easy Integrations (8 reviews)

**Cons:**

- Learning Curve (10 reviews)
- Limited Customization (5 reviews)
- Complexity (4 reviews)
- Insufficient Guidance (4 reviews)
- Onboarding Difficulties (4 reviews)

### 11. [Skyvia](https://www.g2.com/products/skyvia/reviews)
  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:** 316

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.4/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Devart](https://www.g2.com/sellers/devart)
- **Year Founded:** 1997
- **HQ Location:** Wilmington, Delaware, USA
- **Twitter:** @DevartSoftware (1,738 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/800325/ (254 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO, CTO
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 51% Small-Business, 40% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (50 reviews)
- Easy Integrations (34 reviews)
- Easy Setup (33 reviews)
- Setup Ease (31 reviews)
- Data Management (27 reviews)

**Cons:**

- Information Deficiency (8 reviews)
- Difficult Setup (7 reviews)
- Feature Limitations (7 reviews)
- Learning Curve (7 reviews)
- Poor Documentation (7 reviews)

### 12. [FME Platform](https://www.g2.com/products/fme-platform/reviews)
  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:** 96

**User Satisfaction Scores:**

- **Notifications:** 9.2/10 (Category avg: 8.6/10)
- **Observability:** 7.5/10 (Category avg: 8.8/10)
- **API Integrations:** 9.2/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Safe Software](https://www.g2.com/sellers/safe-software)
- **Company Website:** https://fme.safe.com/
- **Year Founded:** 1993
- **HQ Location:** British Columbia, Canada
- **Twitter:** @SafeSoftware (4,976 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/50027/ (343 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** GIS Analyst, GIS Technician
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 40% Mid-Market, 29% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (33 reviews)
- Data Management (19 reviews)
- Automation (18 reviews)
- Features (16 reviews)
- Data Transformation (15 reviews)

**Cons:**

- Complexity (10 reviews)
- Expensive (10 reviews)
- Learning Curve (7 reviews)
- Difficult Learning (6 reviews)
- Pricing Issues (6 reviews)

### 13. [Hevo Data](https://www.g2.com/products/hevo-data/reviews)
  Hevo is a reliable, cost-effective ELT platform that effortlessly streamlines data integration. As an automated data pipeline solution, Hevo seamlessly syncs data from 150+ sources, including SQL, NoSQL, and SaaS applications, into your data warehouse, automatically transforming it for analytics—removing the need for manual pipeline management. Trusted by over 2,000 data teams in 45+ countries, Hevo enables businesses to centralize their data effortlessly. With an intuitive interface, setting up data pipelines is quick and straightforward—just four easy steps and five minutes to get your data flowing reliably.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 271

**User Satisfaction Scores:**

- **Notifications:** 9.0/10 (Category avg: 8.6/10)
- **Observability:** 9.2/10 (Category avg: 8.8/10)
- **API Integrations:** 9.2/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Hevo Data](https://www.g2.com/sellers/hevo-data)
- **Company Website:** https://hevodata.com/
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **Twitter:** @HevoData (832 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/13296733/ (241 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Data Analyst
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 48% Mid-Market, 40% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (33 reviews)
- Customer Support (23 reviews)
- Easy Integrations (21 reviews)
- Easy Setup (17 reviews)
- No-coding (15 reviews)

**Cons:**

- Expensive (12 reviews)
- Pricing Issues (11 reviews)
- Limited Customization (10 reviews)
- Limitations (8 reviews)
- Complex Setup (5 reviews)

### 14. [Integrate.io](https://www.g2.com/products/integrate-io/reviews)
  Integrate.io is a low-code data pipeline platform specializing in Operational ETL so companies can automate business processes and manual data preparation. Its four core use cases focus on: 1) File data preparation and B2B data sharing 2) Preparing and loading data to CRMs and ERPs such as Salesforce, NetSuite, and HubSpot 3) Powering data products with real-time database replication 4) Transforming and centralizing data to data warehouse for analytics


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 210

**User Satisfaction Scores:**

- **Notifications:** 7.4/10 (Category avg: 8.6/10)
- **Observability:** 7.8/10 (Category avg: 8.8/10)
- **API Integrations:** 7.6/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Integrate.io](https://www.g2.com/sellers/integrate-io)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @Integrateio (4,293 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2709076/ (25 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Data Analyst
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 50% Mid-Market, 32% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (11 reviews)
- Customer Support (8 reviews)
- Easy Integrations (7 reviews)
- Features (7 reviews)
- Automation (6 reviews)

**Cons:**

- Learning Difficulty (4 reviews)
- Poor Documentation (4 reviews)
- Limited Integrations (3 reviews)
- API Issues (2 reviews)
- API Limitations (2 reviews)

### 15. [Polytomic](https://www.g2.com/products/polytomic/reviews)
  Polytomic is a unified data movement platform that makes it easy for teams to keep all their systems in sync—data warehouses, operational databases, and SaaS applications. It supports ETL, Reverse ETL, and bi-directional sync, helping teams ensure that tools like Snowflake, Postgres, MongoDB, Salesforce, HubSpot, NetSuite, and internal apps are always aligned in real time. With Polytomic, you can: Sync from Warehouse → SaaS: Push modeled analytics into CRMs and marketing platforms. Sync from SaaS → Warehouse: Bring back usage data, leads, tickets, and revenue for analytics. Enable true two-way sync: Keep both sides current when systems need to stay fully aligned. Data teams get SQL support, logging, monitoring, and Infrastructure-as-Code. RevOps, Marketing, and Customer Success teams can configure syncs with a no-code UI—no engineering tickets required. Polytomic is built to scale with large datasets, supports Change Data Capture (CDC) for high-volume databases, and can run self-hosted for organizations with strict compliance needs. Why teams switch to Polytomic: Combines ETL, Reverse ETL, and CDC in a single platform—no multi-tool pipelines. Real bi-directional sync keeps critical systems aligned. CDC reduces load, making updates fast and cost-efficient. Self-hosted option for full data control. Fast connector velocity and responsive engineering support. Polytomic gives organizations a single, reliable way to move, sync, and manage data—so teams can trust their systems, act on insights faster, and focus on growth rather than manual pipelines.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 47

**User Satisfaction Scores:**

- **Notifications:** 8.7/10 (Category avg: 8.6/10)
- **Observability:** 9.3/10 (Category avg: 8.8/10)
- **API Integrations:** 9.0/10 (Category avg: 9.1/10)
- **Ease of Admin:** 9.7/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Polytomic](https://www.g2.com/sellers/polytomic)
- **Company Website:** https://www.polytomic.com/
- **Year Founded:** 2019
- **HQ Location:** San Francisco, California
- **Twitter:** @polytomic (87 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/polytomic/ (11 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 53% Mid-Market, 45% Small-Business


#### Pros & Cons

**Pros:**

- Customer Support (8 reviews)
- Data Synchronization (5 reviews)
- Ease of Use (5 reviews)
- Easy Integrations (5 reviews)
- Reliability (5 reviews)

**Cons:**

- Bug Issues (2 reviews)
- Error Reporting (2 reviews)
- Limited Connectors (2 reviews)
- Software Bugs (2 reviews)
- Data Limitations (1 reviews)

### 16. [AI Squared](https://www.g2.com/products/ai-squared-ai-squared/reviews)
  AI Squared bridges the gap between cutting-edge AI and tangible business outcomes by simplifying integrations, accelerating AI adoption, and empowering teams with real-time, contextual data for smarter decisions. Easily connect your own AI models or leading LLMs like OpenAI, Anthropic to seamlessly embed insights within your existing business applications. With Retrieval-Augmented Generation (RAG), AI Squared ensures every response is relevant and actionable, leveraging contextual data from CRMs, ERPs, and other enterprise tools. Built-in feedback loops and performance metrics enable you to measure effectiveness, refine AI use cases, and continually align with evolving business needs—maximizing ROI and driving impactful results.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 24

**User Satisfaction Scores:**

- **Notifications:** 9.9/10 (Category avg: 8.6/10)
- **Observability:** 9.3/10 (Category avg: 8.8/10)
- **API Integrations:** 9.7/10 (Category avg: 9.1/10)


**Seller Details:**

- **Seller:** [AI Squared](https://www.g2.com/sellers/ai-squared)
- **Year Founded:** 2021
- **HQ Location:** Mountain View, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/aisquaredinc/ (72 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 46% Mid-Market, 33% Small-Business


#### Pros & Cons

**Pros:**

- Integrations (8 reviews)
- Easy Integrations (6 reviews)
- Data Synchronization (5 reviews)
- Ease of Use (5 reviews)
- User Interface (4 reviews)

**Cons:**

- Complex Setup (2 reviews)
- Learning Difficulty (2 reviews)
- Slow Performance (2 reviews)
- Error Reporting (1 reviews)
- Integration Issues (1 reviews)

### 17. [Savant Labs](https://www.g2.com/products/savant-labs/reviews)
  Savant is an AI 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 workflows, so teams can be more efficient without sacrificing accuracy, control, or compliance. 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 is built in, not bolted on: Audit trail, data lineage, SOX controls, and role-based access 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 data automation: Automate any data task end to end — prep, blending, transformation, publishing, and alerting. Works with structured and unstructured data, including PDFs, scanned documents, and ERP extracts. - Deterministic workflow engine: 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 and data lineage: 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. - User-friendly interface: No SQL, no code, no IT tickets. If your team can use Excel, they can build and run workflows in Savant. - 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:** 4.6/5.0
  **Total Reviews:** 38

**User Satisfaction Scores:**

- **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: 9.1/10)
- **Ease of Admin:** 9.5/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Savant Labs](https://www.g2.com/sellers/savant-labs)
- **Company Website:** https://www.savantlabs.io
- **Year Founded:** 2021
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** https://www.linkedin.com/company/savant-labs (62 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Logistics and Supply Chain
  - **Company Size:** 46% Mid-Market, 31% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (14 reviews)
- Customer Support (9 reviews)
- User Interface (7 reviews)
- Integrations (6 reviews)
- Scalability (6 reviews)

**Cons:**

- Learning Curve (7 reviews)
- Learning Difficulty (6 reviews)
- Integration Issues (3 reviews)
- Access Issues (2 reviews)
- Data Management (2 reviews)

### 18. [Kleene](https://www.g2.com/products/kleene/reviews)
  Kleene.ai unifies your business data in one place to power real-time reporting, analytics, and AI-driven decisions. Go live in weeks, not months — without building a data team. Kleene.ai gives mid-market and enterprise businesses a single, intelligent platform to understand what drives growth. It connects to 200+ data sources — from CRMs and ERPs to marketing and finance tools — and automatically cleans, combines, and models your data for reporting, analytics, and forecasting. At the core of the platform is KAI: an AI-powered analytics layer that surfaces insights across your business, and a conversational AI assistant that lets teams query their data in plain language — no SQL, no analysts, no waiting. Whether you're investigating churn, margins, or customer lifetime value, KAI puts answers directly in the hands of the people who need them. Kleene.ai is built for organizations that want to make faster, data-driven decisions without the complexity of managing disparate tools or large engineering teams. Every implementation is tailored to your existing data environment — with transparent pricing and a clear path to value. Why Kleene: 1️⃣ Fast to implement — adapts to any data architecture and goes live in weeks, not months. 2️⃣ No engineering overhead — a fully managed platform that eliminates the need for a large data team, cutting infrastructure costs by up to 80%. 3️⃣ AI-powered from day one — KAI's analytics layer and LLM assistant turn complex data into clear, actionable answers across finance, marketing, and operations. 4️⃣ Tailored to your business — every setup aligns with your existing environment and goals, backed by transparent pricing and hands-on support. Kleene.ai replaces the fragmented, manual approach to data with a single platform that thinks alongside your team. The result: faster insights, sharper decisions, and measurable business impact.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 28

**User Satisfaction Scores:**

- **Notifications:** 10.0/10 (Category avg: 8.6/10)
- **Observability:** 10.0/10 (Category avg: 8.8/10)
- **API Integrations:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.6/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [kleene.ai](https://www.g2.com/sellers/kleene-ai)
- **Company Website:** https://kleene.ai/
- **Year Founded:** 2017
- **HQ Location:** London, London
- **Twitter:** @Kleene_ai (35 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/kleeneai/ (35 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 54% Mid-Market, 32% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (3 reviews)
- Automation (2 reviews)
- Business Value (2 reviews)
- Cost-Effective (2 reviews)
- Customer Support (2 reviews)


### 19. [Syncari](https://www.g2.com/products/syncari/reviews)
  Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexity of multi-agent environments and AI-driven operations, Syncari automates core data management workflows—from data modeling and lineage to validation and remediation—without needing heavy IT resources. At the heart of Syncari is its patented multi-directional sync, delivering real-time, bi-directional data consistency across CRMs, ERPs, cloud platforms, and data warehouses—without custom code or middleware. Syncari ensures continuously clean, synchronized, and governed data flows throughout your enterprise and is always ready for analytics, AI models, and operational use. Whether you're powering AI copilots, managing complex entity relationships, or standardizing data pipelines, Syncari helps you move beyond just managing data—to activating it. Why Syncari? -Syncari Agentic MDM™: Designed for orchestrating trusted data across AI agents and teams -Patented Multi-Directional Sync: Real-time updates across all connected platforms -Agentic Ops: Schema sync, field mapping, DQ enforcement, and remediation -Entity Resolution: Consolidate and deduplicate records across domains -Composable + Cloud-First: Built to plug into your existing SaaS and data stack -Low-Code / No-Code: Accessible to IT, data teams, RevOps, and business users alike Core Capabilities Unify, Sync, Automate, Activate, Model, Catalog, Lineage, Transform, Standardize, Verify, Remediate, Observe, Report, Consume Top Use Cases - Customer Master: Build a unified customer profile across GTM systems - Product Master: Align and enrich product data across eCommerce and ERP - Hierarchy Master: Govern legal entities, accounts, and territories - Analytics MDM: Push AI-ready data into BI tools and ML workflows - Data Products: Operationalize governed datasets for internal and external use - Data Quality: Automatically identify, validate, standardize, and remediate data issues across systems - MDM for Snowflake: Sync and manage master data directly inside Snowflake - MDM for GCP: Connect, unify, and activate trusted data in BigQuery and GCP tools - MDM for Your Data Warehouse: Maintain clean, governed, query-ready data across your cloud warehouse infrastructure -MCP Server for your unified data


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 41

**User Satisfaction Scores:**

- **Notifications:** 9.6/10 (Category avg: 8.6/10)
- **Observability:** 10.0/10 (Category avg: 8.8/10)
- **API Integrations:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.4/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Syncari](https://www.g2.com/sellers/syncari)
- **Year Founded:** 2019
- **HQ Location:** Newark, California
- **Twitter:** @syncari (234 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/syncari/ (49 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 51% Mid-Market, 44% Small-Business


### 20. [DataChannel](https://www.g2.com/products/datachannel/reviews)
  DataChannel is a unified no-code ETL & Reverse ETL platform with 120+ pre-built integrations that allow you to easily move data to and from any data source into a data warehouse of your choice within minutes. You can easily control what data you need to load and at what frequency meanwhile also retaining complete control over it. Enjoy complete freedom in choosing where your data resides and run downstream analytics on it all within your infrastructure. Aggregate & operationalize your data coming in from various source systems to derive actionable insights using DataChannel's transformation module. - 120+ pre-built integrations to SaaS applications, E-Commerce platforms & marketplaces, relational databases, cloud storages etc - A comprehensive platform for ETL, dbt Core & SQL transformations & Reverse ETL - Schedule and control your data pipelines without writing any code or scripts Build unique workspaces to manage multiple client accounts with role-based accessibility - Orchestrate end-to-end workflows using DataChannel’s drag-and-drop, intuitive interface.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 36

**User Satisfaction Scores:**

- **Notifications:** 8.9/10 (Category avg: 8.6/10)
- **Observability:** 9.4/10 (Category avg: 8.8/10)
- **API Integrations:** 9.5/10 (Category avg: 9.1/10)
- **Ease of Admin:** 9.2/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [DataChannel Technologies Pvt Ltd](https://www.g2.com/sellers/datachannel-technologies-pvt-ltd)
- **Year Founded:** 2020
- **HQ Location:** Gurgaon, IN
- **Twitter:** @MyDataChannel (51 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/mydatachannel (24 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Marketing and Advertising, Information Technology and Services
  - **Company Size:** 69% Mid-Market, 22% Small-Business


#### Pros & Cons

**Pros:**

- Data Management (4 reviews)
- Analytics (2 reviews)
- Automation (2 reviews)
- Connectors (2 reviews)
- Data Integration (2 reviews)

**Cons:**

- Error Management (1 reviews)
- Insufficient Information (1 reviews)
- Performance Issues (1 reviews)
- Slow Performance (1 reviews)

### 21. [Lytics](https://www.g2.com/products/lytics/reviews)
  Lytics is a premier customer data platform for Google Cloud customers and 100% Google Cloud-native CDP. Lytics CDP offers a composable and modern architecture that fits with and accelerates your cloud data strategy. Integrated with existing cloud data warehouses, Lytics helps companies build a unified first-party data foundation, resolving identities to construct and maintain comprehensive profiles that are compliant, extensible, and accessible. Lytics connects to a robust ecosystem for third-party enrichment and activation using reverse ETL, generative AI, and the most comprehensive set of real-time connections into DSPs and action systems in the industry. Lytics unique approach enables brands to work without silos from a reliable source of truth, reimagining how they leverage their own customer data to increase customer engagement and boost ROI, empowering business users with the insights and tools they need to drive action while enabling compliance with global consumer data residency and privacy regulations.


  **Average Rating:** 3.9/5.0
  **Total Reviews:** 67

**User Satisfaction Scores:**

- **Ease of Admin:** 7.6/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Lytics](https://www.g2.com/sellers/lytics)
- **Year Founded:** 2012
- **HQ Location:** Portland, OR
- **Twitter:** @lytics (1,272 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2752977/ (21 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Publishing, Marketing and Advertising
  - **Company Size:** 57% Mid-Market, 27% Enterprise


#### Pros & Cons

**Pros:**

- Audience Activation (1 reviews)
- Data Management (1 reviews)
- Data Segmentation (1 reviews)
- Flexibility (1 reviews)
- Journey Creation (1 reviews)


### 22. [MessageGears Platform](https://www.g2.com/products/messagegears-platform/reviews)
  MessageGears is a warehouse-native data activation and engagement platform built for scale. We empower brands to leverage their entire enterprise dataset for seamless communication across multiple channels, including email, SMS, mobile, and hundreds of third-party destinations. Our mission is to facilitate efficient and secure data access without the need for moving, copying, or syncing. MessageGears’ composable approach eliminates latency, mitigates security risks, and reduces costs associated with traditional ESPs, CDPs, and marketing clouds. Leading enterprises like Expedia, Chewy, and KAYAK trust MessageGears to manage and activate their customer data across diverse tech stacks. Discover how we drive ROI at messagegears.com.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 96

**User Satisfaction Scores:**

- **Ease of Admin:** 8.0/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [MessageGears](https://www.g2.com/sellers/messagegears)
- **Year Founded:** 2010
- **HQ Location:** Atlanta, GA
- **Twitter:** @MessageGears (2,647 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1285261/ (128 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Marketing and Advertising
  - **Company Size:** 56% Mid-Market, 25% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (5 reviews)
- Analytics (3 reviews)
- Data Management (3 reviews)
- Easy Integrations (3 reviews)
- Integrations (3 reviews)

**Cons:**

- Limited Features (4 reviews)
- Complexity (2 reviews)
- Development Challenges (2 reviews)
- Lack of Features (2 reviews)
- Limited Testing (2 reviews)

### 23. [DinMo](https://www.g2.com/products/dinmo/reviews)
  DinMo is a leading Composable Customer Data Platform, that integrates natively with your existing cloud data environment, eliminating the need for data duplication. We empower data teams to give their marketing counterparts well-governed and secure self-service access to their cloud data. This autonomy allows marketing teams to create, manage, and sync customer audiences, events, and attributes across all platforms, including CRM, advertising, and support systems. DinMo offers B2C companies an additional Intelligence module to predict future customer behaviours and provide timely product recommendations. This module helps build more powerful audiences, driving greater value from data, personalising customer experiences, and enhancing customer lifetime value (LTV). Our customers can leverage various DinMo modules as they grow, ultimately building a robust composable CDP on top of their data warehouse.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 13

**User Satisfaction Scores:**

- **Notifications:** 9.3/10 (Category avg: 8.6/10)
- **Observability:** 8.7/10 (Category avg: 8.8/10)
- **API Integrations:** 9.2/10 (Category avg: 9.1/10)
- **Ease of Admin:** 9.5/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [DinMo](https://www.g2.com/sellers/dinmo)
- **Year Founded:** 2022
- **HQ Location:** Paris
- **LinkedIn® Page:** https://www.linkedin.com/company/dinmo-io/ (30 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 69% Mid-Market, 23% Small-Business


#### Pros & Cons

**Pros:**

- Customer Support (5 reviews)
- Ease of Use (3 reviews)
- Easy Integration (3 reviews)
- Setup Ease (3 reviews)
- User Interface (3 reviews)

**Cons:**

- Lack of Features (1 reviews)
- Learning Curve (1 reviews)
- Learning Difficulty (1 reviews)
- Poor Support (1 reviews)

### 24. [Nexla](https://www.g2.com/products/nexla/reviews)
  Nexla is an enterprise-grade, AI-powered data integration platform designed to help organizations unlock data from any source and transform it into production-ready data products for AI and agents. With support for 550+ pre-built connectors and multiple integration styles, including ELT, ETL, streaming, APIs, and agentic RAG, the platform enables teams to build and manage data flows without writing code. Trusted by leading enterprises, Nexla processes over one trillion records per month across industries, ​​showcasing its ability to handle large volumes of data while maintaining performance and reliability. Innovators like Autodesk, DoorDash, Instacart, Johnson & Johnson, LinkedIn, and LiveRamp rely on Nexla to keep mission-critical data flowing seamlessly across their enterprises. Key features of Nexla include flexible deployment across cloud, hybrid, and on-premises environments, ensuring compliance with enterprise-grade security standards such as SOC 2 Type II, GDPR, CCPA, and HIPAA. Nexla delivers 10x faster implementation than traditional alternatives, turning data challenges and variety into competitive advantages. Try our AI Data Engineer at https://express.dev Increase the impact of your data engineering team with next-gen data integration: ✅ Eliminate costly replications & reduce storage bills ✅ Increase engineering productivity & capacity for innovation ✅ Empower users with Pro/Low/No-code collaboration ✅ Cut out maintenance with data validation, quality monitoring, & alerts ✅ Build production-ready custom GenAI applications Go beyond one traditional integration pattern, and invest in data architecture that supports: ✅ Any integration pattern (ELT, ETL, API / API proxy, & RAG - Retrieval Augmented Generation) ✅ Bi-directional connectors out of the box & on demand ✅ Any processing speed (streaming, real-time, batch) ✅ Unstructured, structured, or semi-structured data ✅ Complete data lineage search & tagging for governance ✅ Metadata-driven architecture for agility & scale Nexla is a Gartner Cool Vendor and pairs perfectly with the technologies you rely on: ✅ Compute: AWS, Azure, Google Cloud, On-Premise ✅ Storage: S3, Redshift, BigQuery, Snowflake, Oracle, Databricks, Kafka, Redis, MongoDB, Postgres, MySQL ✅ Applications: SAP, Salesforce, Marketo, Hubspot, Amazon Seller Central, Google Ads, API, Salesforce ✅ Catalogs: Alation, Collibra, data.world ✅ Webhooks, emails, FTP & APIs ✅ Vector database & LLM: Pinecone, GPT, Falcon, LLaMDa And many more Differentiators & Awards 🏆 2025 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools 🏆 2024 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools 🏆 2023 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools 🏆 2022 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 62

**User Satisfaction Scores:**

- **Ease of Admin:** 8.9/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Nexla](https://www.g2.com/sellers/nexla)
- **Company Website:** https://www.nexla.com/
- **Year Founded:** 2016
- **HQ Location:** San Mateo, California
- **Twitter:** @NexlaInc (947 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/nexla/ (76 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Insurance
  - **Company Size:** 40% Mid-Market, 32% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (21 reviews)
- Automation (14 reviews)
- Data Management (14 reviews)
- Integrations (13 reviews)
- Data Integration (10 reviews)

**Cons:**

- Learning Difficulty (7 reviews)
- Slow Performance (7 reviews)
- Difficult Learning (6 reviews)
- Learning Curve (6 reviews)
- Poor Documentation (6 reviews)

### 25. [Seekwell](https://www.g2.com/products/seekwell/reviews)
  SeekWell is the easiest way to sync your customer data between your data warehouse and the operational apps you use every day in customer success, sales, and marketing, with the SQL you already know. Sign up for your 14-day free trial here: https://bit.ly/3aSMxs3


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 13

**User Satisfaction Scores:**

- **Notifications:** 10.0/10 (Category avg: 8.6/10)
- **Observability:** 10.0/10 (Category avg: 8.8/10)
- **API Integrations:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.9/10)


**Seller Details:**

- **Seller:** [Seekwell](https://www.g2.com/sellers/seekwell)
- **Year Founded:** 2017
- **HQ Location:** Mountain View, US
- **Twitter:** @SeekWell_io (208 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/seekwell/ (2 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 38% Enterprise, 31% Small-Business




## Parent Category

[Cloud Data Integration Software](https://www.g2.com/categories/cloud-data-integration)



## Related Categories

- [ETL Tools](https://www.g2.com/categories/etl-tools)
- [iPaaS Software](https://www.g2.com/categories/ipaas)
- [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp)