# Top Free ETL Tools - Page 8

## How Many ETL Tools Products Does G2 Track?

**Total Products under this Category:** 254

### Category Stats (Aug 2026)

- **Average Rating:** 4.54/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Adeptia (+0.97%) - Among all products in this category, Adeptia recorded the largest rating increase compared to last month

_Last updated: August 05, 2026_

## How Does G2 Rank ETL Tools Products?

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

- 30 Analysts and Data Experts
- 19,400+ Authentic Reviews
- 254+ Products
- Unbiased Rankings

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

## G2 Grid® for ETL Tools
 ![G2 Grid® for ETL Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/etl-tools/grids.png?focus%5B%5D=10470&focus%5B%5D=23331&focus%5B%5D=989&focus%5B%5D=6073&focus%5B%5D=8076&focus%5B%5D=604&focus%5B%5D=23920&focus%5B%5D=1308796)

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

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

**Sponsored**

### Cloudera

Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1181&secure%5Bchosen_at%5D=2026-08-13T01%3A55%3A06Z&secure%5Bdisplayable_resource_id%5D=1181&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1181&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1886&secure%5Bresource_id%5D=1181&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fetl-tools%2Ffree%3Fcategory_id%3Detl-tools%26locale%3Dit%26page%3D8&secure%5Btoken%5D=d127585f59dcf3e5ba97d0fc038efc332f3aedfaa04bdda8761615dffa1824b3&secure%5Burl%5D=https%3A%2F%2Fwww.cloudera.com%2Fproducts%2Fcloudera-data-platform%2Fcdp-demos.html%3Finternal_link%3Dp18%23get-started&secure%5Burl_type%5D=custom_url)

### [Lenses](https://www.g2.com/products/lenses/reviews)

Lenses is the Developer Experience for enterprises to work with every Apache Kafka-based technology, in one place. Trusted by Europcar, Adidas, Daimler and Kandji, Lenses simplifies data streaming across hybrid and multi-cloud environments, giving engineers the autonomy to explore, integrate, and govern data -- and modernize their applications with ease: - Efficiently find, explore, process, integrate and govern streams with a data catalog, SQL studio and SQL stream processors - Confidently share, migrate and back up data streams across any cloud or environment with the Kafka to Kafka replicator - Lenses K2K - Reduce the manual burden of Kafka operations with Lenses AI Agents. Product Website www.lenses.io

**Average Rating:** 4.2/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Lenses?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Lenses?

- **Seller:** [Lenses.io Ltd](https://www.g2.com/sellers/lenses-io-ltd)
- **Company Website:** lenses.io
- **Year Founded:** 2016
- **HQ Location:** London, England
- **Twitter:** @lensesio  
732 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9456d7e909c541aee757cc2ae10591623a787c6a074d7fb76356c6384360f768&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flensesio%2F&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Large, 35% Medium

#### What Do G2 Reviewers Say About Lenses?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Lenses, finding it user-friendly and straightforward for data querying.
- Users value the **intuitive and user-friendly interface** of Lenses, enhancing productivity and making complex tasks easier.
- Users value the **user-friendly interface** of Lenses, making visualization and management of Kafka resources easy and efficient.
- Users find Lenses to be highly **intuitive** , enhancing productivity and making complex tasks more manageable.
- Users appreciate the **reliable data management** of Lenses, finding its SQL querying straightforward and effective.

##### Cons

- Users face **feature limitations** in Lenses, hindering flexibility, interoperability, and overall support for evolving needs.
- Users express concerns about **vendor lock-in and lack of support** , limiting future flexibility and feature improvements.
- Users express concerns over **limited access** due to vendor lock-in and lack of significant changes in Lenses.
- Users are disappointed with the **missing features** in Lenses, noting a lack of significant improvements over time.
- Users experience **ongoing bugs and poor documentation** in Lenses, indicating product stagnation and lack of enhancements over time.

#### What Are Recent G2 Reviews of Lenses?

**["Using Lenses for years, pros and cons"](https://www.g2.com/survey_responses/lenses-review-11974835)**

**Rating:** 4.0/5.0 stars

_— Verified User in Apparel & Fashion_

[Read full review](https://www.g2.com/survey_responses/lenses-review-11974835)

**["Reliable tool for managing and searching data streams"](https://www.g2.com/survey_responses/lenses-review-11971548)**

**Rating:** 4.5/5.0 stars

_— Jose Manuel C._

[Read full review](https://www.g2.com/survey_responses/lenses-review-11971548)

### [Nirvana](https://www.g2.com/products/distilled-data-inc-nirvana/reviews)

Nirvana Integration Platform, by Distilled Data. The Easiest, Fastest and Most Budget Friendly Integration Solution. What Makes our NetSuite Connector The Best? We have custom built our NetSuite connector to utilize SOAP, REST and SuiteQL interfaces. But it goes a lot further than that.​ We have mastered NetSuite's API integration capabilities. Not every object is available in NetSuite's interfaces. Some objects are accessible via SOAP, some are in REST and if you want really fast data extraction from NetSuite, we use NetSuite's query language SuiteQL. We are the only solution which has studied, tested, vetted and continuously improves this magical recipe. We are the Michelin Star Chefs of the NetSuite extraction interfaces. http://distilleddata.io

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Nirvana?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Nirvana?

- **Seller:** [Distilled Data](https://www.g2.com/sellers/distilled-data-e6a63df1-f1e4-4479-8c9b-d4ae64df2949)
- **Year Founded:** 2020
- **HQ Location:** San Rafael, US
- **Twitter:** @distilleddata  
2 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c54a9bf8fcd95817395c1f8ad6869394a524d6289cdd5a7eab712cd73bc80602&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdistilleddata&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of Nirvana?

**["Great support"](https://www.g2.com/survey_responses/nirvana-review-7240447)**

**Rating:** 5.0/5.0 stars

_— Jaro S._

[Read full review](https://www.g2.com/survey_responses/nirvana-review-7240447)

**["Excellent Support"](https://www.g2.com/survey_responses/nirvana-review-7276720)**

**Rating:** 5.0/5.0 stars

_— David Z._

[Read full review](https://www.g2.com/survey_responses/nirvana-review-7276720)

### [Note API Connector](https://www.g2.com/products/note-api-connector/reviews)

Note API Connector helps you to import and sync data from any API into Notion. No coding required. You can pull in live data from any app or online service and instantly sync it with Notion. Track project updates, fetch financial reports, or keep up with stock prices—automatically. With scheduled runs, you can automate data imports into Notion at your preferred intervals. Whether it's every hour, every 5 minutes, or at custom times, your Notion workspace will always stay up to date.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Note API Connector?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Note API Connector?

- **Seller:** [Note API Connector](https://www.g2.com/sellers/note-api-connector)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6cc47b796b50f1c504feae86382429159e242c74f5b812c0092ae46d1eda7dad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnote-api-connector%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Note API Connector?

_AI-generated summary from verified user reviews_

##### Pros

- Users laud the **easy API integration** of Note API Connector, appreciating its seamless workflow enhancement and time savings.
- Users appreciate the **efficiency of automation** in Note API Connector, streamlining workflows and saving valuable time.
- Users praise the **responsive and helpful customer support** of Note API Connector, enhancing their integration experience.
- Users appreciate the **ease of use** of Note API Connector, facilitating quick integration and efficient workflows.
- Users highlight the **user-friendly interface** of Note API Connector, appreciating its quick integration and automation capabilities.

##### Cons

- Users desire more **flexible UI customization** options in the Note API Connector for better data presentation.

#### What Are Recent G2 Reviews of Note API Connector?

**["Great for developers and analysts"](https://www.g2.com/survey_responses/note-api-connector-review-11080429)**

**Rating:** 5.0/5.0 stars

_— Mortaza Mohammed M._

[Read full review](https://www.g2.com/survey_responses/note-api-connector-review-11080429)

### [Pipestream](https://www.g2.com/products/pipestream/reviews)

Pipestream is a powerful data pipeline tool that connects your website with BigQuery through Google Analytics to capture real-time hits in the shortest, fastest way possible, within 60 seconds. Pipestream enables you to capture unsampled raw first party data directly into your BigQuery data warehouse powering your business with agility to respond to market trends, personalise user experience, identify anomalies and report campaign performance in real-time.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Pipestream?

- **Seller:** [Tatvic Analytics Pvt. Ltd](https://www.g2.com/sellers/tatvic-analytics-pvt-ltd)
- **Year Founded:** 2021
- **HQ Location:** Ahmedabad, Gujarat
- **Twitter:** @Tatvic  
998 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e07c35f4589521341a0714a00057bdd3ad4f6df33c8a2294262c08a80854e0fa&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F80117538&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Pipestream?

**["Fast, easy and best!"](https://www.g2.com/survey_responses/pipestream-review-4849535)**

**Rating:** 5.0/5.0 stars

_— Ram V._

[Read full review](https://www.g2.com/survey_responses/pipestream-review-4849535)

#### What Are G2 Users Discussing About Pipestream?

- [What is Pipestream used for?](https://www.g2.com/discussions/what-is-pipestream-used-for)

### [Rayven](https://www.g2.com/products/rayven/reviews)

What is Rayven? Rayven is an operational software platform that delivers an AI data fabric - connecting every system, data source, and data stream across a business into a single managed environment, then letting teams build custom apps, AI agents, workflow automations, dashboards, and MCP servers for direct AI model connectivity on top. It is the platform for organisations that need to act on operational data in real-time, deploy AI that actually works in production + build software that fits the way their business operates - without replacing existing systems or waiting 18 months for results. The Problem Rayven Solves Most organisations already have the systems and data they need. The challenge is fragmentation. ERP systems, SCADA platforms, IoT devices, databases, cloud tools, and files all generate valuable data - but it sits in silos, impossible to act on in real-time. The result: manual reporting, disconnected workflows, and AI projects that fail before reaching production. Industry research shows 95% of AI projects never ship - most because the underlying data layer is not clean, connected, or ready. Rayven builds that foundation first, then activates it. The Rayven Platform Rayven operates across five unified layers, delivered as a single managed environment: - Integration: More than 600 pre-built connectors pull data from IT, OT, IoT, files, APIs, databases, and data streams - bidirectionally, in real-time. Connects industrial protocols (OPC UA, Modbus, MQTT, BACnet) alongside cloud platforms, business systems, and proprietary tools. - Data: All connected data lands in a single managed platform - structured, governed + AI-ready. Real-time processing, ETL pipelines, data lakes, and AI model training handled in one place. - Execution: Automation rules, predictive models + agentic AI run directly on live operational data. Rules-based logic, machine learning, and goal-seeking autonomous agents all operate in one execution environment. - Presentation: Custom apps, dashboards, portals, conversational interfaces, and mobile applications deployed from the same platform - built for specific workflows, not generic reporting. - Security, Governance + Hosting: Role-based access control, data lineage, audit trails, AES-256 encryption, data residency controls, and enterprise-grade infrastructure - included as standard. AI Capabilities Rayven includes ten native AI capabilities built directly into the platform: 1. Custom AI agents (goal-seeking, action-taking) 2. Predictive analytics and machine learning 3. Conversational analytics 4. Real-time and continuous model training 5. AI-led workflow automation 6. Multimodal processing (documents, video, images, audio) 7. Anomaly and risk detection 8. Forecasting and optimisation 9. Vision and edge AI inference 10. Generative operational summaries MCP server support enables direct connectivity for AI models including Claude, GPT, and others. What Gets Built Rayven customers build and deploy: - Custom operational apps and field applications. - AI agents that monitor conditions, detect anomalies + take corrective action autonomously. - Predictive maintenance and performance models running on live plant data. - Real-time dashboards and executive reporting tools. - Workflow automations spanning IT and OT systems. - Customer and partner portals. - Data pipelines and integration layers. - White-label software products delivered under partner brands. Key Differentiators vs. Point solutions (Zapier, MuleSoft, Power BI, DataRobot): point solutions do one thing well but force teams to stitch together five separate tools to cover integration, data, AI, presentation, and governance. Rayven replaces the stack. vs. Traditional enterprise platforms (SAP, Oracle, Palantir): enterprise platforms take 12-18 months and seven figures to implement. Rayven deploys in two to 12 weeks at fixed scope and fixed price. vs. Low-code app builders (Mendix, OutSystems): app builders handle the presentation layer but do not solve the underlying data and integration problem. Rayven covers the full stack. Technology Compatibility Rayven is fully technology-agnostic and works alongside existing systems: - Cloud platforms: Microsoft Azure, Google Cloud + AWS - Business systems: SAP, Salesforce, Oracle, and Microsoft 365 - OT platforms: Siemens, Rockwell, Schneider Electric, and Ignition - Industrial protocols: OPC UA, Modbus, MQTT, BACnet, and EtherNet/IP - IoT devices: any device with a data output - Custom and proprietary systems via API, webhook, or direct connector Nothing needs to be replaced. Every existing investment is preserved. Who Uses Rayven Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally - manufacturing, mining, construction, infrastructure, logistics, utilities, financial services, healthcare, agriculture, government, and more. Customers across Australia, Europe, North America, South America, and Africa. Named customers include Anglo American, Fulton Hogan, Glencore, Vodafone, NSW Ports, CSIRO, Collective Intelligence, Ramjack, and AngloGold Ashanti. Delivery Options - DIY: Full platform access. Internal teams build and deploy independently. - Done-For-You: Australia-based delivery team. Fixed scope, fixed price, two to 12 weeks from brief to go-live. - Hybrid: Guided delivery first, with the customer's team taking increasing ownership over time. By the Numbers - More than 600 pre-built connectors. - Ten native AI capabilities. - More than 240 deployments live globally. - Rated 5/5 across more than 140 independent reviews. - Deploys 66% faster than traditional development. - Two to 12 weeks to first working solution. - Rayven exists to close the gap: 95% of AI projects never reach production (industry average).

**Average Rating:** 4.9/5.0

**Total Reviews:** 29

#### How Do G2 Users Rate Rayven?

- **Automation:** 10.0/10 (Category avg: 9.0/10)
- **Scalability:** 10.0/10 (Category avg: 8.7/10)
- **Auditing:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Rayven?

- **Seller:** [Rayven](https://www.g2.com/sellers/rayven)
- **Year Founded:** 2016
- **HQ Location:** Sydney, AU
- **Twitter:** @RayvenIOT  
56 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1d006407e153419f0571c4dc74bc360e0abc0d6d0be9334a3fff870a267b0972&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frayveniot%2F&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 69% Medium, 52% Small

#### What Do G2 Reviewers Say About Rayven?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Rayven's **ease of use** , highlighting effortless automation and streamlined integration through intuitive drag-and-drop features.
- Users appreciate Rayven's **robust handling of large-scale data** and advanced AI capabilities, enhancing operational efficiency and flexibility.
- Users praise Rayven for its **exceptional automation** capabilities, significantly streamlining data workflows and enhancing operational efficiency.
- Users appreciate Rayven's **customization capabilities** , allowing tailored solutions that enhance integration and streamline operations efficiently.
- Users appreciate Rayven's **robust data management** , enabling real-time processing and integration across complex systems with ease.

##### Cons

- Users find the **learning curve steep** initially, requiring time and guidance to fully grasp all features.
- Users find **difficult learning** curves with Rayven's features, requiring time and guidance for smoother onboarding experiences.
- Users experience a **steep learning curve** initially, requiring time and additional resources to fully understand the platform.
- Users find the **complex setup** challenging, especially with advanced features and multi-site deployments requiring careful planning.
- Users note the **setup complexity** of Rayven, requiring assistance for advanced integrations and lengthy initial configurations.

#### What Are Recent G2 Reviews of Rayven?

**["Seamless Automation and Predictive Maintenance with Rayven"](https://www.g2.com/survey_responses/rayven-review-12211094)**

**Rating:** 5.0/5.0 stars

_— Keith N._

[Read full review](https://www.g2.com/survey_responses/rayven-review-12211094)

**["Rayven's Low-Code Platform is the Fastest Way to Build and Scale Intelligent Apps"](https://www.g2.com/survey_responses/rayven-review-11780301)**

**Rating:** 5.0/5.0 stars

_— John M._

[Read full review](https://www.g2.com/survey_responses/rayven-review-11780301)

### [Streamkap](https://www.g2.com/products/streamkap/reviews)

Streamkap is a change data capture platform for syncing data in real-time from databases to a number of destinations including data warehouses, data lakes and real-time destinations.

**Average Rating:** 5.0/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Streamkap?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Streamkap?

- **Seller:** [Streamkap, Inc](https://www.g2.com/sellers/streamkap-inc)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, US
- **Twitter:** @Streamkap  
96 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a09082a075a2ff7959950c0a933152692a47c50e97eb343735999eb5e49dc3d3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstreamkap&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Streamkap?

**["Streamlining Real-Time Data for Fashion E-Commerce Innovation"](https://www.g2.com/survey_responses/streamkap-review-9302471)**

**Rating:** 5.0/5.0 stars

_— Michael V._

[Read full review](https://www.g2.com/survey_responses/streamkap-review-9302471)

**["Efficiently transformed data streams, seamlessly fueling a real-time recommendations engine."](https://www.g2.com/survey_responses/streamkap-review-9148650)**

**Rating:** 5.0/5.0 stars

_— Anil K._

[Read full review](https://www.g2.com/survey_responses/streamkap-review-9148650)

### [Board Connector](https://www.g2.com/products/board-connector/reviews)

Board Connector is Theobald Software's dedicated SAP interface for the Board platform, giving simulation, analysis, and planning teams direct access to SAP data without an additional data warehouse or complex ETL processes. Business users configure SAP extractions independently via a graphical designer, without relying on IT resources. The connector supports a broad range of SAP objects — tables, BAPIs, queries, reports, and BW cubes, including Table CDC for delta loads — and integrates seamlessly with BI tools, data warehouse platforms, and cloud environments. A built-in statistics dashboard gives full transparency into extraction volumes, error rates, and throughput directly within the Board Connector Designer, helping teams monitor and optimize their SAP data flows as usage scales. Learn more and try it for free: https://theobald-software.com/en/board-connector

#### Who Is the Company Behind Board Connector?

- **Seller:** [Theobald Software](https://www.g2.com/sellers/theobald-software)
- **Year Founded:** 2004
- **HQ Location:** Stuttgart, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62f33a412162ba77bcbb86fe885ac18b67eff34317430d5078b9f06d2b33312c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftheobald-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®
- **Phone:** +49 (0) 7 11 / 46 05 99 0

### [CONVAYR](https://www.g2.com/products/convayr/reviews)

An Integration Solution You Can Afford. Integrate the systems within your business. Access the full target system schemas to map and transform the source data on a scheduled or ad hoc basis. Powerful mapping capabilities allow the transformation of data, including querying the target system in the mapping to enable any transformation imaginable into the target systems. Full cron scheduling of jobs including customisable system downtime, dependencies between connections and deployment via email to allow self-service within the business.

#### Who Is the Company Behind CONVAYR?

- **Seller:** [CONVAYR](https://www.g2.com/sellers/convayr)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Crosser](https://www.g2.com/products/crosser/reviews)

Crosser designs and develops a hybrid-first Streaming Analytics & Integration software for any Cloud, On-premise or Edge. The Crosser Platform enables real-time processing of streaming, event-driven or batch data for Intelligent Pipelines & Automations and for Industrial IoT. All managed from a single Control Center and powered by a low-code and low-effort experience.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### Who Is the Company Behind Crosser?

- **Seller:** [Crosser - IoT Edge Streaming Analytics](https://www.g2.com/sellers/crosser-iot-edge-streaming-analytics)
- **Year Founded:** 2016
- **HQ Location:** Stockholm, SE
- **Twitter:** @crossertech  
968 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=871360225666ecc4a3a31cb76990783faf4a585f3263039dfbed7e2a5ab6f74f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10926631&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

#### What Are Recent G2 Reviews of Crosser?

**["Very helpful tool for streaming analytics on cloud"](https://www.g2.com/survey_responses/crosser-review-9738458)**

**Rating:** 4.0/5.0 stars

_— Verified User in Banking_

[Read full review](https://www.g2.com/survey_responses/crosser-review-9738458)

**["Most likely the easiest way to distribute streaming processing for Industrial IoT"](https://www.g2.com/survey_responses/crosser-review-10025450)**

**Rating:** 5.0/5.0 stars

_— Verified User in Manufacturing_

[Read full review](https://www.g2.com/survey_responses/crosser-review-10025450)

### [Definite](https://www.g2.com/products/definite/reviews)

Definite is an all-in-one data analytics platform that combines a managed data warehouse, ELT pipelines, semantic layer, and business intelligence in a single product. Teams connect data sources using 500+ pre-built connectors for CRMs, payment platforms, marketing tools, databases, and spreadsheets. Definite automatically ingests, stores, and models the data in a managed data warehouse powered by DuckDB. Users analyze data and build dashboards using Fi, an AI-powered analytics assistant. Fi translates natural language questions into SQL queries and returns visualizations, summaries, and insights without requiring technical expertise. Key capabilities: - Managed cloud data warehouse - 500+ pre-built data connectors and ELT pipelines - Semantic layer for reusable metrics and data modeling - AI-powered natural language querying (no SQL required) - Interactive dashboards and data visualizations - Automated reporting to Slack, email, and Google Sheets - Embeddable analytics and white-label dashboards Built for: Startups, small businesses, and lean data teams who need modern data analytics without managing a complex stack of tools like Snowflake, Fivetran, dbt, and Tableau.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Definite?

- **Seller:** [Definite](https://www.g2.com/sellers/definite)
- **Year Founded:** 2023
- **HQ Location:** Wilmington, US
- **Twitter:** @definiteapp
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b699d0fcd333ece758867ad52d1e8ecaa71b5101aad5c3b640e6320865666079&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdefinite-app&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Definite?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **AI analyst** invaluable for simplifying complex data queries and enhancing productivity with Definite.
- Users love the **API integration** in Definite for its ease of setup and reliable data pipelines.
- Users commend the **customization options** in Definite, facilitating seamless integrations and efficient data management.
- Users find Definite remarkably **easy to use** , with quick setup and reliable data integrations right from day one.
- Users appreciate the **easy integrations** with CRM and analytics, enjoying a seamless setup experience on day one.

#### What Are Recent G2 Reviews of Definite?

**["Effortless Setup and Powerful AI Analyst"](https://www.g2.com/survey_responses/definite-review-12166664)**

**Rating:** 4.0/5.0 stars

_— Trevor F._

[Read full review](https://www.g2.com/survey_responses/definite-review-12166664)

### [Etlworks Integrator](https://www.g2.com/products/etlworks-integrator/reviews)

The Etlworks Integrator is a modern, cloud-first, any-to-any data integration platform that scales with the business. It can connect to business applications, databases, structured, semi-structured, and unstructured data of any type, shape, and size. You can create, test, and schedule very complex data integration and automation scenarios and data integration APIs in no time, right in the browser, using an intuitive drag-and-drop interface, scripting languages, and SQL. The Etlworks Integrator supports real-time change data capture (CDC) from all major databases, EDI transformations, and many other fundamental data integration tasks. Most importantly, it really works as advertised.

#### Who Is the Company Behind Etlworks Integrator?

- **Seller:** [Etlworks](https://www.g2.com/sellers/etlworks)
- **Year Founded:** 2016
- **HQ Location:** Pittsburgh, US
- **Twitter:** @etlworks  
480 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fa64ae0f3cafae5ed47daa796ecd7b4bdaf9de2b42a41cec20522a45ee69d38f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fetlworks%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Extract](https://www.g2.com/products/singular-extract/reviews)

The world’s most efficient data pipeline—powered by Rust. Extract offers lightning-fast, flexible data movement with an intuitive UI, powerful APIs, and rock-solid debugging—at ridiculously affordable rates. Extract is purpose-built for data teams that demand cost efficiency, high performance, and deep customization. Whether you’re a data engineer managing complex pipelines, an analytics engineer shaping transformations, or a data analyst driving insights, Extract delivers performance that exceeds expectations.

#### Who Is the Company Behind Extract?

- **Seller:** [Singular](https://www.g2.com/sellers/singular)
- **Year Founded:** 2014
- **HQ Location:** Palo Alto, California
- **Twitter:** @TweetSingular  
1,316 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0847141c79afc034c2203bfbfdb76877ac8c9bb6d16fbb1283fca2a504f4262b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3739623%2F&secure%5Burl_type%5D=linkedin_company_website)  
361 employees on LinkedIn®

### [Infosistema DMM](https://www.g2.com/products/infosistema-dmm/reviews)

#1 DATA MIGRATION SOLUTION FOR OUTSYSTEMS The primary goal of the Data Migration Manager (DMM) is to streamline and simplify the complex process of migrating data in OutSystems, reducing the risks and manual effort typically associated with such tasks. Key features and functions of the DMM include: 1) Automated Data Migration: It automates the process of transferring data from one system to another, ensuring accuracy and efficiency. 2) Support for Multiple Data Sources: The DMM can handle data from various sources, making it versatile for different migration needs. 3) Data Transformation: It allows for data transformation during the migration process, enabling the data to be reformatted and cleansed as needed. 4) Scalability: The product is scalable, capable of handling large volumes of data migration, which is crucial for enterprises with significant data assets. 5) Minimized Downtime: The DMM is designed to minimize downtime during the migration process, ensuring business continuity. 6) Compliance and Security: It ensures that the data migration process complies with relevant regulations and maintains data security throughout the migration. In resume: - Improve up to 46x data migration speed. Migrate, import, export, delete and anonymize data and BPTs (workflows) in the OutSystems platform! Freemium: download directly from the OutSystems FORGE (search for DMM) the FREE version. Trial version is also available for free (contact sales@infosistema.com). See product details on our site: https://www.infosistema.com/data-migration-manager/

#### Who Is the Company Behind Infosistema DMM?

- **Seller:** [Infosistema](https://www.g2.com/sellers/infosistema-a77365a0-2dac-4b84-b0ea-24bf8af94056)
- **Year Founded:** 1996
- **HQ Location:** Carnaxide, PT
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=be11737bad55d63d0f564575392f50c3d6b4a1148bde280ea5e4279df62f1581&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfosistema%2F&secure%5Burl_type%5D=linkedin_company_website)  
72 employees on LinkedIn®

### [IRI CoSort](https://www.g2.com/products/iri-cosort/reviews)

IRI CoSort® is a fast, affordable, and easy-to-use sort/merge/report utility, and a full-featured data transformation package. The world's first sort product off the mainframe, CoSort continues to deliver maximum price-performance and functional versatility for the manipulation of big data sources. CoSort also powers the IRI Voracity data management platform and many third-party applications.

#### Who Is the Company Behind IRI CoSort?

- **Seller:** [IRI](https://www.g2.com/sellers/iri-c35fb115-cdba-4a03-97f2-966f2889e58d)
- **Year Founded:** 1978
- **HQ Location:** Melbourne, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c293b8f3c30d201a224f33934ff016a9979aceb15df9b11e555bd032bd7064a0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Firi-the-cosort-company&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

### [IRI Voracity](https://www.g2.com/products/iri-voracity/reviews)

IRI Voracity is the only organically grown, fully integrated data lifecycle management platform and manipulation powerhouse for data, big and small. It's also the only BI/DW and data governance stack powered by CoSort. And, it's supported in a free, familiar Eclipse GUI for ergonomic job design, deployment, and management.

#### Who Is the Company Behind IRI Voracity?

- **Seller:** [IRI](https://www.g2.com/sellers/iri-c35fb115-cdba-4a03-97f2-966f2889e58d)
- **Year Founded:** 1978
- **HQ Location:** Melbourne, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c293b8f3c30d201a224f33934ff016a9979aceb15df9b11e555bd032bd7064a0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Firi-the-cosort-company&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

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