# Top Free ETL Tools - Page 6 ## 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** ### Google Cloud BigQuery BigQuery is an AI-ready, petabyte-scale, and cost-effective data warehouse that lets you run analytics over vast amounts of data in near real time. Store 10 GiB of data and run up to 1 TiB of queries for free per month. [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=2026-08-13T02%3A38%3A12Z&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=6073&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%3D6&secure%5Btoken%5D=6ed02cb12b66615eec6d0b4834b472ed4642b89d8899074468f640dcd2b17e2b&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fbigquery%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-bigquery%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url) ### [CData Sync](https://www.g2.com/products/cdata-sync/reviews) Unlike volume-based tools with unpredictable pricing, CData Sync offers a single platform for ETL and reverse ETL, with full deployment flexibility and fixed, scalable pricing—so your costs don’t balloon as your data grows. Connect to 250+ enterprise data sources, including: • Salesforce, Microsoft Dynamics, and SAP • SharePoint, NetSuite, Workday, and QuickBooks • ServiceNow, Xero, Sage Intacct, HubSpot, Marketo, Oracle • …and many more Replicate that data into your preferred destinations, such as: • Snowflake, Databricks, SQL Server, Redshift, OneLake, and others Deploy it your way—on-premises, in your own cloud, or in a private-cloud SaaS model. Getting started is simple: 1. Log in 2. Select your source tables 3.Set your sync interval CData Sync handles the rest, using efficient incremental updates that minimize load on your operational systems. The platform includes: • Point-and-click ETL/ELT/reverse ETL • Change Data Capture (CDC) with no elevated database permissions • Complete data control and custom SQL transformations • dbt integration CData Sync centralizes your automated data flows, giving you full control, faster delivery, and the freedom to scale without hidden fees. Download a 30-day free trial of CData Sync or learn more at: www.cdata.com/sync **Average Rating:** 4.2/5.0 **Total Reviews:** 19 #### How Do G2 Users Rate CData Sync? - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.1/10) - **Automation:** 7.3/10 (Category avg: 9.0/10) - **Scalability:** 7.0/10 (Category avg: 8.7/10) - **Auditing:** 8.3/10 (Category avg: 8.1/10) #### Who Is the Company Behind CData Sync? - **Seller:** [CData](https://www.g2.com/sellers/cdata) - **Company Website:** cdata.com - **Year Founded:** 2014 - **HQ Location:** Chapel Hill, NC - **Twitter:** @cdatasoftware 2,000 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3eb5efb603f85fae6f7a06719b547ca60bb7272169970e0357460242b5d20fb3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcdatasoftware%2F&secure%5Burl_type%5D=linkedin_company_website) 500 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 45% Small #### What Do G2 Reviewers Say About CData Sync? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of CData Sync, appreciating its straightforward access and efficient support for data backup. - Users value the **seamless integrations** of CData Sync, enabling efficient data movement across 200+ sources effortlessly. - Users value the **massive data integration** of CData Sync, enabling easy access and reliable data backup across 200+ sources. - Users appreciate the **easy integrations** of CData Sync, benefiting from seamless ETL automation across numerous data sources. - Users appreciate the **ETL automation** that simplifies reporting and analysis through various high-performance integrations. ##### Cons - Users are frustrated by the **exponential price increases** of CData Sync, citing yearly hikes of 100 to 150%. - Users are frustrated by **pricing issues** as costs increase dramatically, complicating contract negotiations each year. - Users experience **slow performance** with CData Sync, especially when handling larger volumes of data, complicating usage. - Users caution about **billing issues** , noting significant price increases after the initial contract year. - Users are frustrated by **connection issues** that hinder their ability to effectively manage data transfers. #### What Are Recent G2 Reviews of CData Sync? **["Facebook Ads integration are working good now"](https://www.g2.com/survey_responses/cdata-sync-review-7961087)** **Rating:** 4.0/5.0 stars _— Cesar M._ [Read full review](https://www.g2.com/survey_responses/cdata-sync-review-7961087) **["Effortless Multi-Platform Compatibility"](https://www.g2.com/survey_responses/cdata-sync-review-11001619)** **Rating:** 4.5/5.0 stars _— Serge A._ [Read full review](https://www.g2.com/survey_responses/cdata-sync-review-11001619) #### What Are G2 Users Discussing About CData Sync? - [What is CData com?](https://www.g2.com/discussions/cdata-sync-what-is-cdata-com-e1dae9dd-8b39-4ae6-8902-ca7fbb2dc51a) - [What is CData com?](https://www.g2.com/discussions/cdata-sync-what-is-cdata-com-9a4d123a-9a7f-4bb7-96e4-0e05871b3de9) - [What is CData com?](https://www.g2.com/discussions/cdata-sync-what-is-cdata-com) - [What is CData com?](https://www.g2.com/discussions/what-is-cdata-com) - [How much does CData cost?](https://www.g2.com/discussions/cdata-sync-how-much-does-cdata-cost) ### [Datorios](https://www.g2.com/products/datorios/reviews) Rooted in the collective wisdom of the Apache Flink community and addressing the unique challenges faced by enterprises, Datorios is the first data observability platform for Apache Flink, empowering data engineers with the ability to supercharge real-time business innovation and make real-time data processing the organizational norm instead of the exception. Datorios provides never-before-seen insights into the streaming data that fuels streaming data applications and other realtime systems. Datarios reveals exactly how that data looks as it’s being transformed and processed within Apache Flink-based data pipelines, As a result, the development, troubleshooting, and auditing of real time AI applications becomes much easier. Datorios solves the very hard problem of helping Apache Flink developers see this data and all the different ways it can vary during each step of the Apache Flink program. Crucially important in order to speed up development and help engineers perfect the processing of real-time data. **Average Rating:** 4.4/5.0 **Total Reviews:** 10 #### How Do G2 Users Rate Datorios? - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10) - **Automation:** 9.6/10 (Category avg: 9.0/10) - **Scalability:** 9.6/10 (Category avg: 8.7/10) - **Auditing:** 8.8/10 (Category avg: 8.1/10) #### Who Is the Company Behind Datorios? - **Seller:** [Datorios](https://www.g2.com/sellers/datorios) - **Year Founded:** 2020 - **HQ Location:** Palo Alto, California - **Twitter:** @datorios 37 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e549e07fffd1649f3179c40e93451fa3c45d709b427a3e8889c3f687b5b7f68d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwedatorios%2F&secure%5Burl_type%5D=linkedin_company_website) 12 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 60% Medium, 50% Small #### What Are Recent G2 Reviews of Datorios? **["Easy to implement complex EtLT"](https://www.g2.com/survey_responses/datorios-review-8128882)** **Rating:** 4.5/5.0 stars _— Verified User in Financial Services_ [Read full review](https://www.g2.com/survey_responses/datorios-review-8128882) **["Datorios helps you Streamlining Your Workflow with Precision and Ease"](https://www.g2.com/survey_responses/datorios-review-8501437)** **Rating:** 4.5/5.0 stars _— Cassio B._ [Read full review](https://www.g2.com/survey_responses/datorios-review-8501437) ### [Decodable](https://www.g2.com/products/decodable/reviews) Decodable radically simplifies real-time ETL with a powerful, easy-to-use real-time ETL platform. By removing the challenges of building and maintaining infrastructure and pipelines, Decodable enables data teams to eliminate overhead, easily connect sources, perform real-time transformations, and reliably deliver data to any destination. **Average Rating:** 4.7/5.0 **Total Reviews:** 16 #### How Do G2 Users Rate Decodable? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10) - **Automation:** 10.0/10 (Category avg: 9.0/10) - **Scalability:** 9.2/10 (Category avg: 8.7/10) - **Auditing:** 6.7/10 (Category avg: 8.1/10) #### Who Is the Company Behind Decodable? - **Seller:** [Decodable](https://www.g2.com/sellers/decodable) - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **Twitter:** @Decodableco 2,639 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c02b456b649f4279b9d3e58dac8bcc5cae6c8237f6af358e06f8a8b3cd52aa4f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdecodable%2F&secure%5Burl_type%5D=linkedin_company_website) 6 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 44% Small, 38% Medium #### What Do G2 Reviewers Say About Decodable? _AI-generated summary from verified user reviews_ ##### Pros - Users praise Decodable for its **automation capabilities** , enabling quick migrations and effortless real-time data management. - Users find Decodable to be a **very easy to use platform** , enabling quick prototype assembly and seamless data flow visualization. - Users find Decodable's **easy setup** allows for quick migration and effortless data flow visualization throughout the process. - Users value the **ease of use** of Decodable, enabling quick testing and seamless pipeline migrations. - Users find Decodable's **implementation ease** exceptional, enabling quick migration and efficient pipeline management effortlessly. ##### Cons - Users find the **FAQ poorly organized** , often requiring support assistance, though responses are quick and helpful. - Users report significant **performance issues** with Decodable, experiencing slow processing rates that hinder efficiency. - Users find the **poor customer support** frustrating despite the quick responses when they reach out for help. - Users report **poor performance** with Decodable, processing only 1 to 2 records per second, limiting effectiveness. - Users find the **resource intensive learning** of Decodable challenging, particularly with slow record processing rates. #### What Are Recent G2 Reviews of Decodable? **["Unlocks AI applications by Simplifying Real-time Streaming and Infrastructure"](https://www.g2.com/survey_responses/decodable-review-9930376)** **Rating:** 4.5/5.0 stars _— Kevin K._ [Read full review](https://www.g2.com/survey_responses/decodable-review-9930376) **["Onboarding could not be more easy"](https://www.g2.com/survey_responses/decodable-review-10764019)** **Rating:** 5.0/5.0 stars _— Martin S._ [Read full review](https://www.g2.com/survey_responses/decodable-review-10764019) ### [elastic.io](https://www.g2.com/products/elastic-io/reviews) elastic.io's microservices-based, cloud-native integration platform as-a-service (iPaaS) enables organizations to enhance integration capabilities across SaaS, on-premise, IoT and Mobile systems. With elastic.io iPaaS and its API-first approach, IT departments can foster digital transformation in their companies by connecting multiple cloud-based and on-premise applications, databases, systems and platforms easier and faster. elastic.io empowers organisations to enjoy the full potential of what the cloud has to offer and react faster to changing key business priorities. Check out our Blog at https://www.elastic.io/blog **Average Rating:** 4.5/5.0 **Total Reviews:** 14 #### How Do G2 Users Rate elastic.io? - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind elastic.io? - **Seller:** [elastic.io](https://www.g2.com/sellers/elastic-io) - **Year Founded:** 2012 - **HQ Location:** Bonn, NRW - **Twitter:** @elasticio 1,085 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f37a9a0c0522dd43c123aeb97ae88e27e0baca470fae5848103369dff3fe0efb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Felastic-io-gmbh&secure%5Burl_type%5D=linkedin_company_website) 16 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 40% Medium, 40% Small #### What Do G2 Reviewers Say About elastic.io? _AI-generated summary from verified user reviews_ ##### Pros - Users find **API development** in elastic.io exceptionally beneficial for creating seamless workspaces tailored to their needs. - Users appreciate the **versatile API integration** , ensuring secure and efficient use with comprehensive support for errors. - Users appreciate the **support for various authentication methods** , ensuring a secure and efficient experience with elastic.io. - Users appreciate the **excellent support system** of elastic.io, which effectively investigates errors for secure tool usage. - Users highlight the **customization capabilities** of elastic.io, making it ideal for developers to create tailored workspaces. ##### Cons - Users experience **dependency issues** due to outdated components and imperfect documentation affecting integration with SaaS. - Users often find **frequent updates problematic** , as documentation may lag behind, affecting component compatibility with connected services. - Users experience **outdated components** that fail to align with the latest versions of connected SaaS, affecting performance. - Users face **outdated content** , as documentation and components sometimes lag behind the latest SaaS versions. - Users find the **documentation lacking** , which can hinder effective use and integration with connected SaaS solutions. #### What Are Recent G2 Reviews of elastic.io? **["Its good"](https://www.g2.com/survey_responses/elastic-io-review-10661530)** **Rating:** 5.0/5.0 stars _— M V._ [Read full review](https://www.g2.com/survey_responses/elastic-io-review-10661530) **["A useful tool that can connect any SaaS with a REST API"](https://www.g2.com/survey_responses/elastic-io-review-8043336)** **Rating:** 5.0/5.0 stars _— Verified User in Information Services_ [Read full review](https://www.g2.com/survey_responses/elastic-io-review-8043336) #### What Are G2 Users Discussing About elastic.io? - [What is elastic.io used for?](https://www.g2.com/discussions/what-is-elastic-io-used-for) ### [Adriel](https://www.g2.com/products/adriel/reviews) Adriel is a comprehensive AdOps platform designed to assist marketers in managing their advertising operations through no-code reporting and creative intelligence solutions. This platform caters to the needs of brands and agencies seeking to enhance their advertising strategies by providing tools that facilitate real-time data visualization and customizable dashboards. By integrating various data sources, Adriel enables users to optimize their campaigns, maximize their budgets, and ultimately drive growth. Targeted primarily at marketing professionals and agencies, Adriel serves as a vital resource for those looking to streamline their advertising efforts. The platform is particularly beneficial for teams that require a user-friendly interface to generate insights without needing extensive technical expertise. With its no-code approach, users can easily create reports and dashboards tailored to their specific needs, making it an ideal solution for both small businesses and large enterprises. One of the standout features of Adriel is its AI-driven insights, which provide users with actionable data to inform their decision-making processes. This capability allows marketers to identify trends and opportunities within their campaigns, ensuring that they can respond swiftly to changing market conditions. Additionally, the platform offers customizable widgets that enable users to visualize their data in ways that are most relevant to their objectives, enhancing the overall analytical experience. Adriel also excels in its ability to seamlessly map and blend data from various sources, allowing for a comprehensive view of campaign performance. This feature is crucial for marketers who need to consolidate information from different platforms and channels to gain a holistic understanding of their advertising efforts. Furthermore, the proactive alerts system keeps users informed of significant changes or anomalies in their data, enabling them to take immediate action when necessary. In essence, Adriel stands out in the business intelligence and reporting landscape by offering a powerful yet accessible solution for marketers. With its focus on automation, scalability, and hands-on support, it provides a robust framework for businesses looking to enhance their reporting capabilities and drive successful advertising campaigns. By leveraging Adriel's advanced features, brands can ensure they remain competitive in an ever-evolving digital marketplace. **Average Rating:** 4.5/5.0 **Total Reviews:** 42 #### How Do G2 Users Rate Adriel? - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) #### Who Is the Company Behind Adriel? - **Seller:** [Adriel](https://www.g2.com/sellers/adriel) - **Company Website:** www.adriel.com - **Year Founded:** 2017 - **HQ Location:** Austin, Texas - **Twitter:** @AdrielMarketing 343 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a57886a71342a398d6a8d60cade796ea1420595f6f7550aaf9e23ed9ede7112f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13746025&secure%5Burl_type%5D=linkedin_company_website) 57 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Marketing and Advertising - **Company Size:** 74% Small, 10% Medium #### What Do G2 Reviewers Say About Adriel? _AI-generated summary from verified user reviews_ ##### Pros - Users find Adriel's **ease of use** invaluable, facilitating efficient reporting and seamless data integration across platforms. - Users find Adriel's **easy reporting** features practical, saving time and enhancing their analytics tracking experience. - Users value the **seamless data integration** of Adriel, enhancing efficiency in tracking and analyzing marketing performance. - Users value the **streamlined reporting** of Adriel, which consolidates data for easier analysis and client communication. - Users value the **outstanding customer support** from Adriel, finding it easy to get help when needed. ##### Cons - Users find the **missing features** of Adriel challenging, complicating connections and tracking some essential metrics. - Users experience **query issues** with data accuracy and dashboard glitches, requiring manual checks and adjustments. - Users find the **complex setup** process cumbersome, leading to frustrations with connecting to various platforms and templates. - Users report a **difficult setup** , with lengthy processes and connection issues complicating their initial experience. - Users face **glitches and erroneous data** that can complicate the dashboard experience, requiring manual verification at times. #### What Are Recent G2 Reviews of Adriel? **["Highly Customizable Reports with Powerful Calculated Metrics"](https://www.g2.com/survey_responses/adriel-review-12994044)** **Rating:** 4.0/5.0 stars _— Luke R._ [Read full review](https://www.g2.com/survey_responses/adriel-review-12994044) **["Simplifies Lead Management with Seamless Google Integration"](https://www.g2.com/survey_responses/adriel-review-12241629)** **Rating:** 4.0/5.0 stars _— Joseph J._ [Read full review](https://www.g2.com/survey_responses/adriel-review-12241629) #### What Are G2 Users Discussing About Adriel? - [What is Adriel used for?](https://www.g2.com/discussions/what-is-adriel-used-for) - 1 comment, 1 upvote ### [Alloy Automation](https://www.g2.com/products/alloy-alloy-automation/reviews) The Agentic AI Infrastructure Platform for Product and Engineering Teams Alloy Automation helps product and engineering teams power real-world AI capabilities by connecting their agents and applications to hundreds of critical business systems through the Model Context Protocol (MCP) and Connectivity API (CAPI). Together, they form the foundation of Alloy’s agentic infrastructure — enabling secure, context-aware, and scalable access to data and actions across every part of your tech stack. Connectivity API (CAPI) provides unified, programmatic access to over 400 SaaS, fintech, commerce, and ERP systems. It standardizes integration complexity through a single, reliable API that handles OAuth, schema mapping, retries, versioning, and monitoring — so developers can move faster without reinventing the wheel. With CAPI, you can embed real-time data flows and bi-directional sync into your product or agent framework in days instead of months. The Model Context Protocol (MCP) Registry allows teams to create and host MCP servers that bridge AI agents with real-world systems. Each MCP server provides secure, remote-hosted access to tools and data sources with built-in permissioning, authentication, and contextual metadata. Agents can discover, interpret, and execute tasks across connected systems — from CRMs and ERPs to payment and fulfillment platforms — all through a standardized, agent-native interface. Alloy also includes real-time monitoring and observability, offering full visibility into execution logs, data flow reliability, and performance across integrations and agentic actions. Optional headless UI components make it easy to embed agent or integration experiences directly into your product for a seamless, branded experience. Leading SaaS and enterprise companies — including Typeform, Xero, Mastercard, and UPS — rely on Alloy to accelerate their integration roadmaps, reduce engineering overhead, and enable AI agents to take meaningful, real-world action. Whether you’re enabling an AI agent to automate customer onboarding, trigger payments, or reconcile data, Alloy helps you go live in weeks instead of quarters. **Average Rating:** 4.7/5.0 **Total Reviews:** 49 #### How Do G2 Users Rate Alloy Automation? - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10) - **Automation:** 9.2/10 (Category avg: 9.0/10) - **Scalability:** 8.1/10 (Category avg: 8.7/10) - **Auditing:** 7.7/10 (Category avg: 8.1/10) #### Who Is the Company Behind Alloy Automation? - **Seller:** [Alloy](https://www.g2.com/sellers/alloy-bf281c40-e363-4dcc-905e-10f2b5eb9c10) - **Year Founded:** 2019 - **HQ Location:** New York, NY - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=53480a12e48925d9f0006a55a7c22fd08a88cb7d696ce8f19d202ab9790bda7b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falloy-automation%2F&secure%5Burl_type%5D=linkedin_company_website) 31 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Small, 49% Medium #### What Do G2 Reviewers Say About Alloy Automation? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** when integrating their Shopify accounts with Alloy Automation for a seamless experience. - Users rave about the **excellent customer support** from Alloy Automation, ensuring assistance with questions and technical needs. - Users love the **effortless Shopify integrations** with Alloy, enhancing their overall experience and connectivity. - Users love the **effortless integrations** with Shopify, enhancing their experience and functionality with Alloy Automation. - Users find that Alloy Automation is a **huge time-saver** , simplifying app connections and automations without coding. ##### Cons - Users often find the **difficult setup** of Alloy Automation creates delays in workflow development and integration processes. - Users find the **learning curve challenging** , requiring trial-and-error that can slow down workflow momentum. - Users express disappointment over the **missing features** , especially in testing abilities and admin dashboard improvements. - Users face **poor integration** challenges with Alloy Automation, leading to confusion and reliance on support for troubleshooting. - Users find the **UI design issues** of Alloy Automation problematic, making workflow management confusing and unintuitive. #### What Are Recent G2 Reviews of Alloy Automation? **["Smooth automation experience with excellent support!!!!"](https://www.g2.com/survey_responses/alloy-automation-review-11913559)** **Rating:** 4.5/5.0 stars _— Aakash T._ [Read full review](https://www.g2.com/survey_responses/alloy-automation-review-11913559) **["Effortlessly Streamlines Workflows and Eliminates Repetitive Tasks"](https://www.g2.com/survey_responses/alloy-automation-review-11908501)** **Rating:** 4.5/5.0 stars _— PRACHIT K._ [Read full review](https://www.g2.com/survey_responses/alloy-automation-review-11908501) ### [Artie](https://www.g2.com/products/artie-data/reviews) Artie is pioneering a new category of data infrastructure: fully managed CDC streaming. From capturing changes to merges, backfills, and observability — Artie automates the entire data ingestion lifecycle. By eliminating brittle orchestration, manual backfill logic, and silent failures, Artie delivers production-grade infrastructure you can trust — with no maintenance required. With strong, flexible pipelines as their backbone, teams at Substack, Alloy, and Wasserman are able to ship faster, launch new data products, and scale confidently — without rebuilding infrastructure every time their strategy evolves. **Average Rating:** 5.0/5.0 **Total Reviews:** 23 #### How Do G2 Users Rate Artie? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10) - **Automation:** 10.0/10 (Category avg: 9.0/10) - **Scalability:** 10.0/10 (Category avg: 8.7/10) - **Auditing:** 10.0/10 (Category avg: 8.1/10) #### Who Is the Company Behind Artie? - **Seller:** [Artie](https://www.g2.com/sellers/artie) - **Year Founded:** 2023 - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=025ff5aa4f70dc49008c8d71c3e607d73417b6be6caf9f7e4a00c19ea157e2df&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fartie-technologies&secure%5Burl_type%5D=linkedin_company_website) 18 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Financial Services, Computer Software - **Company Size:** 65% Medium, 30% Small #### What Do G2 Reviewers Say About Artie? _AI-generated summary from verified user reviews_ ##### Pros - Users highlight the **responsive support team** of Artie, ensuring quick assistance and high customer satisfaction. - Users praise the **ease of use** of Artie, highlighting its intuitive interface and quick setup process. - Users praise the **easy setup** of Artie, highlighting its intuitive interface and quick integration capabilities. - Users praise Artie for its **pipeline reliability** , significantly enhancing reporting accuracy and boosting stakeholder trust. - Users praise the **ease of maintenance** with Artie, enhancing efficiency and minimizing time spent on database management. ##### Cons - Users find the **difficult setup** of Artie challenging, although support helps resolve issues effectively. - Users express frustration over the lack of **third-party API connectors** in Artie, limiting data transfer options. - Users express concern over the **lack of third-party API connectors** , limiting data integration capabilities with Artie. - Users find the **complex setup** of Artie challenging, especially when configuring databases for larger data volumes. - Users find the **data limitations** of Artie restrictive, needing additional tools to extract data from other systems. #### What Are Recent G2 Reviews of Artie? **["Data replication done right"](https://www.g2.com/survey_responses/artie-review-11098060)** **Rating:** 5.0/5.0 stars _— Ameya B._ [Read full review](https://www.g2.com/survey_responses/artie-review-11098060) **["Set-and-Forget Replication – Effortless Data Reliability"](https://www.g2.com/survey_responses/artie-review-11112743)** **Rating:** 5.0/5.0 stars _— Jakub R._ [Read full review](https://www.g2.com/survey_responses/artie-review-11112743) ### [Oracle Warehouse Builder](https://www.g2.com/products/oracle-warehouse-builder/reviews) Oracle Warehouse Builder is a single, comprehensive tool for all aspects of data integration. Warehouse Builder leverages Oracle Database to transform data into high-quality information. It provides data quality, data auditing, fully integrated relational and dimensional modeling, and full lifecycle management of data and metadata. Warehouse Builder enables you to create data warehouses, migrate data from legacy systems, consolidate data from disparate data sources, clean and transform data to provide quality information, and manage corporate metadata. **Average Rating:** 3.8/5.0 **Total Reviews:** 8 #### How Do G2 Users Rate Oracle Warehouse Builder? - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind Oracle Warehouse Builder? - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle 827,997 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website) 208,078 employees on LinkedIn® - **Ownership:** NYSE:ORCL #### Who Uses This Product? - **Company Size:** 50% Small, 40% Large #### What Are Recent G2 Reviews of Oracle Warehouse Builder? **["BI TOOL Rivew"](https://www.g2.com/survey_responses/oracle-warehouse-builder-review-4183745)** **Rating:** 5.0/5.0 stars _— Bhanu K._ [Read full review](https://www.g2.com/survey_responses/oracle-warehouse-builder-review-4183745) **["Oracle DW Builder is amazing tool, provides extensive integration and solution in datawarehousing"](https://www.g2.com/survey_responses/oracle-warehouse-builder-review-4164489)** **Rating:** 4.5/5.0 stars _— Akansha M._ [Read full review](https://www.g2.com/survey_responses/oracle-warehouse-builder-review-4164489) #### What Are G2 Users Discussing About Oracle Warehouse Builder? - [What is Oracle Warehouse Builder used for?](https://www.g2.com/discussions/what-is-oracle-warehouse-builder-used-for) ### [Sesame Software](https://www.g2.com/products/sesame-software-sesame-software/reviews) Sesame Software is a comprehensive data management solution designed to assist organizations in backing up, exporting, replicating, and transferring data from various systems, including Salesforce and NetSuite, into databases, cloud storage, and other downstream systems. This suite of tools is tailored to support critical functions such as data protection, reporting, analytics, compliance, migration, and long-term data access, ensuring that businesses can effectively manage their data assets. The target audience for Sesame Software includes businesses of all sizes that rely on cloud applications and databases for their operations. Organizations seeking to safeguard their data from accidental loss or corruption, maintain compliance with regulatory standards, or streamline their data workflows will find significant value in these solutions. Specific use cases range from protecting Salesforce data against unintended deletions to exporting NetSuite data for compliance and reporting purposes. The versatility of Sesame Software makes it an essential resource for IT departments, data analysts, and compliance officers alike. One of the standout features of Sesame Software is its Salesforce Backup & Recovery solution, which is designed to protect Salesforce data from various risks, including accidental deletions and system errors. This solution offers automated full and incremental backups with flexible scheduling options, allowing users to monitor backup health and job activity through a centralized dashboard. The ability to restore data from specific backup snapshots, whether through full restores or selective record-level recovery, adds an additional layer of security and control for users. Backup history and logs further support auditing and troubleshooting, ensuring that organizations can maintain oversight of their data management processes. In addition to backup capabilities, Sesame Software provides robust data replication features that enable organizations to keep systems synchronized and support analytics and reporting. The automated replication jobs can be monitored, with logs available for tracking job status and errors, facilitating seamless data movement between systems. Furthermore, the platform includes tools for building data pipelines and ETL (extract, transform, load) workflows without the need for coding, allowing users to prepare data for reporting and analytics efficiently. Data migration is another critical aspect of Sesame Software, with automated processes that facilitate the transfer of data from source systems to target platforms while maintaining data integrity. The NetSuite Data Export feature allows organizations to export data into external databases or cloud storage, capturing both standard and custom objects while preserving schema and historical integrity. Supported destinations include a variety of relational databases and cloud storage platforms, making it easier for organizations to manage their data across different environments. Overall, Sesame Software stands out for its wide range of connectors and its ability to simplify complex data management tasks without the need for custom coding. **Average Rating:** 4.3/5.0 **Total Reviews:** 45 #### How Do G2 Users Rate Sesame Software? - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Automation:** 8.3/10 (Category avg: 9.0/10) - **Scalability:** 5.0/10 (Category avg: 8.7/10) - **Auditing:** 5.8/10 (Category avg: 8.1/10) #### Who Is the Company Behind Sesame Software? - **Seller:** [Sesame Software](https://www.g2.com/sellers/sesame-software) - **Company Website:** www.sesamesoftware.com - **Year Founded:** 1988 - **HQ Location:** Santa Clara, CA - **Twitter:** @SesameSoft 1 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ae9861ee041a559907beef551fecb52826afa3178d6c483f1356dcd253ce1b19&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F413870%2F&secure%5Burl_type%5D=linkedin_company_website) 28 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Insurance - **Company Size:** 61% Large, 37% Medium #### What Do G2 Reviewers Say About Sesame Software? _AI-generated summary from verified user reviews_ ##### Pros - Users highlight the **responsive and knowledgeable customer support** of Sesame Software, ensuring quick issue resolution and reliable usage. - Users love the **ease of use** of Sesame Software, highlighting its intuitive interface and straightforward setup process. - Users value the **seamless integration** capabilities of Sesame Software, enhancing data management efficiency and ease of use. - Users value the **seamless data management** capabilities of Sesame Software, ensuring efficient sync and robust backup solutions. - Users love the **easy setup** of Sesame Software, enjoying its intuitive interface and seamless integration for efficient data management. ##### Cons - Users find the **poor documentation** challenging, especially for troubleshooting and advanced configuration, complicating their experience. - Users face **configuration issues** that can complicate setup and synchronization, requiring careful planning and consideration. - Users find **error management challenging** due to non-intuitive handling and insufficient documentation impacting troubleshooting efforts. - Users find the **poor interface design** of Sesame Software detracts from usability and overall user experience. - Users experience **technical issues** with Sesame Software, particularly when SQL goes down and jobs fail to recover properly. #### What Are Recent G2 Reviews of Sesame Software? **["Netsuite to SQL Backups - Solid Support"](https://www.g2.com/survey_responses/sesame-software-review-12831470)** **Rating:** 4.5/5.0 stars _— Verified User in Non-Profit Organization Management_ [Read full review](https://www.g2.com/survey_responses/sesame-software-review-12831470) **["Exceptional Partner for Legacy ERP Data Archival"](https://www.g2.com/survey_responses/sesame-software-review-12590339)** **Rating:** 5.0/5.0 stars _— Susann E._ [Read full review](https://www.g2.com/survey_responses/sesame-software-review-12590339) #### What Are G2 Users Discussing About Sesame Software? - [What is Relational Junction used for?](https://www.g2.com/discussions/what-is-relational-junction-used-for) - 1 comment ### [Sprinkle Pipelines](https://www.g2.com/products/sprinkle-pipelines-2022-08-18/reviews) Sprinkle Pipelines is a product for the data teams. It empowers them to achieve more, by quickly building ELT pipelines, setting up ingestion, performing transformations, exploring data, using the data for analytics and more. Sprinkle’s pipeline supports real-time data replication and hence enables businesses to make decisions faster. No-Code based set-up enables the data teams to take the pipelines live within minutes. Thus saving time and effort required of the teams. A comprehensive set of 100+ ready-to-use connectors helps data teams stay on top of their data, seamlessly integrating data from multiple sources. Powerful features make it easy to ingest, transform, catalog, and monitor data pipelines, giving data teams more peace of mind. ​​The Sprinkle architecture and data practices ensure enterprise-level data protection and privacy for its customers. **Average Rating:** 4.4/5.0 **Total Reviews:** 17 #### How Do G2 Users Rate Sprinkle Pipelines? - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.1/10) - **Automation:** 8.3/10 (Category avg: 9.0/10) - **Scalability:** 8.3/10 (Category avg: 8.7/10) - **Auditing:** 7.5/10 (Category avg: 8.1/10) #### Who Is the Company Behind Sprinkle Pipelines? - **Seller:** [Sprinkle Data](https://www.g2.com/sellers/sprinkle-data) - **Year Founded:** 2017 - **HQ Location:** Bangalore, IN - **Twitter:** @sprinkledata 29 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=73083d6b09c2c1a1df8f47ea6a3b888e13753241fc22a33e5d42ce793847a0bd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13264317&secure%5Burl_type%5D=linkedin_company_website) 12 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Automotive - **Company Size:** 79% Medium, 21% Large #### What Are Recent G2 Reviews of Sprinkle Pipelines? **["It's a great tool to build reports on the fly"](https://www.g2.com/survey_responses/sprinkle-pipelines-review-9739052)** **Rating:** 4.5/5.0 stars _— Rupesh S._ [Read full review](https://www.g2.com/survey_responses/sprinkle-pipelines-review-9739052) **["One of the best Data Management Tool out there!"](https://www.g2.com/survey_responses/sprinkle-pipelines-review-8540258)** **Rating:** 4.0/5.0 stars _— Sanchit V._ [Read full review](https://www.g2.com/survey_responses/sprinkle-pipelines-review-8540258) ### [wynEnterprise](https://www.g2.com/products/wynenterprise/reviews) Discover the story behind your data with Wyn Enterprise. Wyn Enterprise is a seamless embedded business intelligence platform that provides BI reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. With easy-to-use designers, designed for self-service BI, Wyn offers limitless visual data exploration, allowing the everyday user to become data-driven while revealing trends and telling the story behind the data. Whether for your business or your commercial SaaS app, Wyn is an ideal solution for both. Embedded BI for your business provides a holistic view of your business and can lead to more insights, increased team collaboration, and overall business growth. Additionally, embedding Wyn in your SaaS app provides white-label reports and dashboards as part of your own app. Embed Wyn and empower your users with a seamless business intelligence solution. Features: • Seamlessly embedded Business Intelligence: Designed for embedded self-service BI, Wyn provides ad hoc reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. Our platform offers flexible deployment and integration. • Embedding BI with Wyn: Once installed, Wyn is 100% web-based. In your application, Wyn is embedded as a port to provide users the ability to easily create, design, share, export, and distribute dashboards and documents. Seamlessly embed Wyn via Rest API and DIV. Wyn also supports OEM installation and embedding. Additionally, you can integrate with development platforms such as Java, PHP, and .NET through GraphQL API. You can also embed inside customized .NET apps as well as JavaScript frameworks (Angular, React, Vue). • Self-service BI dashboard and reports: Eliminate your dependence on the IT departments and data analysts. Offer every end-user (from code-first to code-free) the ability to create custom ad hoc reports and interactive dashboards. Self-service BI allows users to run their own queries and create their own reports, even if they don’t have a background in statistical analysis, allowing them to turn data into valuable insights for better data driven decisions. • Data Monitoring: Create threshold based notifications and establish Wyn Alerts that are always on to monitor your data. Never miss an opportunity for improvement thanks to real-time monitoring and instant alerts. Integrate your push-notifications with the platform you use everyday - Slack, MS Teams, or email - ensuring that you never miss an alert. •Localization Support: With Custom Localization Support, you’re in control of your dashboard and report. Authors have the ability to localize titles and labels, text explanations, and data visualizations. There is more to localization than just translating words and sentences. Wyn’s custom localization also supports right to left (RTL) languages, regional language options, and number and date formats. •NEW! Natural Language Generation Text Scenario: Introducing InsightIQ, a revolutionary addition to our feature set that transforms the way you interact with your data. InsightIQ is a Natural Language Generation Text Scenario that takes data summarization and insights derivation to a whole new level. This powerful tool allows you to seamlessly distill the essence of your visuals into articulate and easy-to-understand natural language text, facilitating quick reviews and automatic insights extraction. • Built-in multi-tenant support: Wyn's multi-tenant capabilities provides a single centrally administered architecture to serve multiple customers (tenants). These tenants can be within an organization or different businesses, with all its data stored in the SaaS system. Data privacy and securing the data from other tenants are both critical in these deployment scenarios • Date governance and modeling: Wyn allows you to secure and model your raw data. With easy-to-use dashboard and report designers in the same web-based application, end-users can develop their own ad-hoc dashboards and reports based on the secured data. Wyn also allows allows admins to model business data in a structure familiar to users. • Extensible security: Wyn provides extensible security to match your access control needs. Filter and segregate your data and limit your tenant-specific data with the configurable role-based security and user-context definitions. User contexts provide row-level data security in a document or database-level security for a data source. User context acts as an additional layer of data security, extending the role-based security. • Specialized web portals: The software comes with three portals, the document portal; for business end-users, dashboard, and report authors, the admin portal; for admins that configure the server, manage account and security settings, and the resource portal; for data administrators or IT teams. • Pixel-perfect reports: For power users and business users, the report designer tools can help in developing pixel-perfect operational reports, as well as in creating invoices, letters, and account statements among many others. The software further allows you to use ad hoc reporting or the standard enterprise reports. • Efficient Report Sharing: The software also allows you to schedule automated delivery of reports to be sent to your team’s emails. File sharing in various document formats is also supported. Additionally, you can collaborate with your team on report and dashboard designs, and you can share the published versions with others in your enterprise. • Centralized storage; Apart from being a secured platform, Wyn Enterprise also provides centralized storage for all your reports, images, datasets, and configuration settings. Other server resources, such as dashboards, themes, models, users, and roles, are also stored in the same place. The software also allows you to compile data from relational databases, local Excel or CSV files, web sources, and NoSQL data sources. Say Goodbye to User Fees You need a scalable BI platform. You also need to know how much it will cost in the long run. Wyn's scalable licensing model allows room for your business to grow without growth in licensing fees. • No per-user fees • No limits on data size 20+ Years in the Industry Unleash the full potential of embedded ad hoc reporting, driven by the same ActiveReports engine that has led the industry for 20+ years. **Average Rating:** 4.7/5.0 **Total Reviews:** 38 #### How Do G2 Users Rate wynEnterprise? - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10) #### Who Is the Company Behind wynEnterprise? - **Seller:** [wynEnterprise LLC](https://www.g2.com/sellers/wynenterprise-llc) - **Company Website:** www.wynenterprise.com - **Year Founded:** 2018 - **HQ Location:** 7400 Beaufont Springs Dr., St 300, Richmond VA 23225 - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2ea593e5707f7d426a4ce8a7624c14202a3dd6d2c838682621bead7e3937a344&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwynenterprise%2F&secure%5Burl_type%5D=linkedin_company_website) 28 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 53% Small, 37% Medium #### What Do G2 Reviewers Say About wynEnterprise? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **excellent customer support** from wynEnterprise, ensuring effective assistance and timely issue resolution. - Users appreciate the **ease of use** of wynEnterprise, finding it simple and fast for impressive data visualization. - Users value the **flexibility** of wynEnterprise, allowing easy customization and integration for diverse enterprise needs. - Users value the **impressive reporting features** of wynEnterprise, enhancing presentations and data analysis effectively. - Users value the **high degree of customization** in wynEnterprise, enabling tailored solutions for diverse business needs. ##### Cons - Users find the **poor documentation** challenging, making it difficult to navigate the system's extensive features effectively. - Users find the **complexity** of wynEnterprise challenging, especially due to its advanced features and unintuitive configurations. - Users find the **lack of detail** in instructions and map renderings disappointing, limiting the product's effectiveness. - Users note a **lack of documentation** and features in wynEnterprise, which may hinder competitiveness and usability. - Users find **update issues** cumbersome, as backups are necessary before applying updates, affecting overall efficiency. #### What Are Recent G2 Reviews of wynEnterprise? **["Flexible Dashboards and Centralized Enterprise Data Access Control"](https://www.g2.com/survey_responses/wynenterprise-review-12315453)** **Rating:** 4.5/5.0 stars _— Ali E._ [Read full review](https://www.g2.com/survey_responses/wynenterprise-review-12315453) **["Flexible Visualization for Business Insights"](https://www.g2.com/survey_responses/wynenterprise-review-12170715)** **Rating:** 4.0/5.0 stars _— Satyam k._ [Read full review](https://www.g2.com/survey_responses/wynenterprise-review-12170715) #### What Are G2 Users Discussing About wynEnterprise? - [What is Wyn Enterprise used for?](https://www.g2.com/discussions/what-is-wyn-enterprise-used-for) ### [AnalyticsCreator](https://www.g2.com/products/analyticscreator/reviews) AnalyticsCreator is a data warehouse automation (DWA) software solution that helps data engineers design, build, and maintain enterprise data warehouses and analytical data products using a metadata-driven development approach. The software is used by data engineering and analytics teams that need to integrate data from multiple operational systems and transform it into structured models for reporting, analytics, and business intelligence. Instead of writing large amounts of manual SQL code, engineers define data structures, mappings, and transformation logic in AnalyticsCreator. The software then automatically generates the required database objects, pipelines, and other technical artifacts needed to implement the data warehouse. AnalyticsCreator is commonly used in environments where data needs to be consolidated from SAP systems, relational databases, and other enterprise applications. The generated structures and pipelines support the creation of governed analytical models that can be used by BI tools and reporting platforms. The approach helps teams standardize development patterns while still allowing engineers to add custom SQL logic when specific transformations or calculations are required. Typical use cases include: Building and maintaining enterprise data warehouses Integrating and transforming data from SAP and other operational systems Automating ELT pipeline and transformation development Creating analytical data products for reporting and BI Understanding data lineage and change impact across the warehouse Key capabilities include: Metadata-driven automation for generating SQL objects, transformations, and deployment artifacts Support for common data warehouse modeling approaches, including dimensional models Integration with enterprise data sources, including SAP systems and relational databases Automated generation of orchestration pipelines, including Azure Data Factory Built-in lineage visualization to understand dependencies and downstream impacts Integration with version control and CI/CD workflows such as GitHub and Azure DevOps Automated technical documentation for architecture and governance purposes Organizations use AnalyticsCreator to automate repetitive data engineering work while maintaining transparency into how data pipelines, transformations, and analytical models are defined and deployed. **Average Rating:** 4.3/5.0 **Total Reviews:** 14 #### How Do G2 Users Rate AnalyticsCreator? - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind AnalyticsCreator? - **Seller:** [AnalyticsCreator](https://www.g2.com/sellers/analyticscreator) - **Year Founded:** 2008 - **HQ Location:** Munich, Germany - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4befc45dd6a87054de39a0c1223faec16537817106bd3c99b82e252eb6090bc2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanalyticscreator%2F&secure%5Burl_type%5D=linkedin_company_website) 9 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 57% Small, 21% Large #### What Are Recent G2 Reviews of AnalyticsCreator? **["Automates Data Management and Supports Seamless Integration"](https://www.g2.com/survey_responses/analyticscreator-review-8370923)** **Rating:** 4.5/5.0 stars _— Denise M._ [Read full review](https://www.g2.com/survey_responses/analyticscreator-review-8370923) **["Game Changer"](https://www.g2.com/survey_responses/analyticscreator-review-8871315)** **Rating:** 4.5/5.0 stars _— Virajitha P._ [Read full review](https://www.g2.com/survey_responses/analyticscreator-review-8871315) ### [Infoveave](https://www.g2.com/products/infoveave/reviews) Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions. **Average Rating:** 4.9/5.0 **Total Reviews:** 9 #### How Do G2 Users Rate Infoveave? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10) - **Automation:** 10.0/10 (Category avg: 9.0/10) #### Who Is the Company Behind Infoveave? - **Seller:** [Noesys Software](https://www.g2.com/sellers/noesys-software) - **HQ Location:** N/A - **Twitter:** @infoveave 15 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=031a186e4dacb0ab22fe119526e419c6197ed31793cb242b118d7786dcbcabaa&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfoveave-pty-ltd%2F&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 44% Small, 22% Large #### What Do G2 Reviewers Say About Infoveave? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Infoveave, appreciating quick data import and seamless dashboard creation. - Users value the **easy integrations** of Infoveave, facilitating quick data imports and seamless connections to various sources. - Users value the **ease of use and quick implementation** of Infoveave for efficient data handling and insights delivery. - Users commend the **excellent community support** from Infoveave, enhancing their experience with reliable service and assistance. - Users highlight the **excellent customer support** of Infoveave, noting its reliability and top-notch quality. ##### Cons - Users request more resources, citing **poor customer support** due to insufficient help content and videos available. - Users face **dashboard issues** that necessitate significant restructuring to isolate data from multi-tenant sources effectively. - Users face **initial difficulties with data cleaning** due to complex restructuring between multi-tenant reports and dashboards. - Users face **data inaccuracy** issues, needing extensive restructuring for dashboards to function correctly with multi-tenant reports. - Users face **initial difficulties with data integration** , as multi-tenant reports require extensive restructuring for effective use. #### What Are Recent G2 Reviews of Infoveave? **["Scalable data automation for multi-site operations: Our unified source of truth"](https://www.g2.com/survey_responses/infoveave-review-12599874)** **Rating:** 5.0/5.0 stars _— Satish G._ [Read full review](https://www.g2.com/survey_responses/infoveave-review-12599874) **["Infoveave Delivers Powerful, User-Friendly Shopfloor Intelligence"](https://www.g2.com/survey_responses/infoveave-review-12600038)** **Rating:** 5.0/5.0 stars _— Chore R._ [Read full review](https://www.g2.com/survey_responses/infoveave-review-12600038) ### [BOLTIC.IO](https://www.g2.com/products/boltic-io/reviews) Boltic is a powerful, cloud-based platform designed to streamline business operations through advanced automation and data management. Boltic's capabilities: 🔄 Workflow Automation: Automate and optimize complex business processes with customizable workflows. 📊 Real-Time Analytics: Gain actionable insights with real-time data processing and analytics. 🔗 Extensive Integrations: Seamlessly connect with numerous APIs, databases, and services. 🌍 Multi-Region Support: Deploy applications across multiple geographic regions for improved performance and compliance. 🖥️ Serverless Computing: Scale effortlessly with serverless architecture that handles infrastructure management. 📡 Event Streaming: Capture and analyze event data in real time for immediate operational intelligence. What can you achieve from Boltic? ✅ As a developer - take a break from writing-running simple queries to doing more productive and value-driven work ✅ As a business user - become self-sufficient in discovering & exploring data ✅ As an organisation - optimize your cost, by paying for just one product instead of multiple products **Average Rating:** 5.0/5.0 **Total Reviews:** 5 #### How Do G2 Users Rate BOLTIC.IO? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10) - **Automation:** 10.0/10 (Category avg: 9.0/10) - **Scalability:** 10.0/10 (Category avg: 8.7/10) - **Auditing:** 10.0/10 (Category avg: 8.1/10) #### Who Is the Company Behind BOLTIC.IO? - **Seller:** [Boltic](https://www.g2.com/sellers/boltic) - **HQ Location:** Mumbai, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0f51337f4cb64f832341a23382e5fe7b0520e4c0c450d4ef83a623ab56ec428b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fofficialboltic&secure%5Burl_type%5D=linkedin_company_website) 6 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 60% Medium, 20% Large #### What Are Recent G2 Reviews of BOLTIC.IO? **["Streamlining Machine Learning with Boltic's AutoML Feature"](https://www.g2.com/survey_responses/boltic-io-review-9510066)** **Rating:** 5.0/5.0 stars _— Verified User in Computer Software_ [Read full review](https://www.g2.com/survey_responses/boltic-io-review-9510066) **["Its a Good tool for your event and data processing"](https://www.g2.com/survey_responses/boltic-io-review-9506834)** **Rating:** 5.0/5.0 stars _— Abhishek T._ [Read full review](https://www.g2.com/survey_responses/boltic-io-review-9506834) ### [Datagaps DataOps Suite](https://www.g2.com/products/datagaps-dataops-suite/reviews) Founded in 2010, Datagaps is a US-based enterprise software company headquartered in Herndon,VA. Datagaps is the only vendor recognized by Gartner in BOTH the DataOps Tools market guide AND the Data Observability market guide — a distinction no other data testing platform holds. WHAT WE DO Datagaps makes data trustworthy across the entire pipeline — from data ingestion and ETL/ELT transformations, through data quality monitoring, to BI dashboard validation and AI model input testing — on a single, unified DataOps Suite platform. THE PROBLEM WE SOLVE Enterprise data teams lose an average of $15M annually to poor data quality (Source: Gartner). 70% of data migration failures surface post go-live. 59% of organizations cannot quantify their own BI consistency gap. Datagaps eliminates these risks with automated, end-to-end validation that detects issues before they reach production. HOW WE'RE DIFFERENT Unlike point tools that test one stage, Datagaps covers every layer — ETL pipelines, data quality and consistency, semantic validation, BI dashboards, and AI/ML inputs — from a single platform with shared rules, one audit trail, and one vendor. Agentic AI auto-generates tests, self-heals schema drift, summarizes report differences, and recommends smart quality rules. OUTCOMES DELIVERED 500B+ Records validated across ETL & cloud pipelines 10M+ Automated test cases run with zero manual scripting 80% Faster test cycles vs. manual testing approach 60% Reduction in data errors detected before production 70% Reduction in ETL validation spend 200+ Native data source connectors Trusted by 100+ enterprise customers across Financial Services, Healthcare, Life Sciences, FMCG, Retail, Higher Education PRODUCTS AND PLATFORM • DataOps Suite — Unified platform for end to end data validation and analytics testing powered by Agentic AI • ETL Validator — Automated ETL/ELT testing with Agentic AI; 200+ native connectors • BI Validator — Automated BI report validation for Power BI, Tableau, Oracle Analytics • Data Quality Monitor — Proactive data quality with Agentic AI: Predict, Prevent, Govern • Test Data Manager — Compliant and realistic test data generation with Agentic AI TECHNICAL CREDENTIALS SOC 2 Type II | US Patent (ELV architecture) | Informatica Certified | Embedded LLM (data stays in your environment) | Gartner DataOps Tools Guide | Gartner Data Observability Guide INTEGRATIONS 200+ Snowflake, Databricks, Azure Synapse, Amazon Redshift, Google BigQuery, Salesforce, Microsoft Power BI, Tableau, Oracle Analytics, Informatica, Talend, SSIS, dbt **Average Rating:** 4.5/5.0 **Total Reviews:** 9 #### How Do G2 Users Rate Datagaps DataOps Suite? - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10) - **Automation:** 9.4/10 (Category avg: 9.0/10) - **Scalability:** 9.2/10 (Category avg: 8.7/10) - **Auditing:** 9.2/10 (Category avg: 8.1/10) #### Who Is the Company Behind Datagaps DataOps Suite? - **Seller:** [Datagaps](https://www.g2.com/sellers/datagaps-48d8e545-f270-4675-88aa-cfe4d96bc8c3) - **Year Founded:** 2010 - **HQ Location:** Herndon, US - **Twitter:** @datagaps 49 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dafd1493fd783b65bac372f9dc8f19eab155f4acd0ba240658299202adfc6041&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatagaps%2F%3FviewAsMember%3Dtrue&secure%5Burl_type%5D=linkedin_company_website) 123 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 78% Large, 11% Medium #### What Do G2 Reviewers Say About Datagaps DataOps Suite? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use and implementation** of Datagaps DataOps Suite, enabling smooth operation for everyone. - Users appreciate the **automation capabilities** of Datagaps DataOps Suite, enhancing efficiency and simplifying complex data processes. - Users appreciate the **high data accuracy** achieved by Datagaps DataOps Suite, enhancing trust in analytics and reporting. - Users appreciate the **easy integrations** of Datagaps DataOps Suite, enhancing functionality across various platforms effortlessly. - Users appreciate the **flexibility and comprehensive features** of Datagaps DataOps Suite for seamless data management. ##### Cons - Users find the **complex setup** of Datagaps DataOps Suite to be time-consuming before enjoying its benefits. - Users find **dependency issues** problematic, wishing for improved options to automate long-running job management. - Users note that the **difficult setup** of Datagaps DataOps Suite can be time-consuming but rewards with effective data quality management. - Users note the **lack of automation** , especially for cleaning up long-running jobs, hindering workflow efficiency. - Users report a significant **learning curve** for teams adapting to DataOps practices and automation methods. #### What Are Recent G2 Reviews of Datagaps DataOps Suite? **["User-Friendly Interface with Powerful End-to-End Data Validation"](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12563830)** **Rating:** 4.0/5.0 stars _— Somesh T._ [Read full review](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12563830) **["Flexible, Powerful, and Seamless DataOps Solution"](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12129647)** **Rating:** 5.0/5.0 stars _— Venkata Jyothi D._ [Read full review](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12129647) - [‹ Prev‹ Prev](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=5#product-list) - [1](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score#product-list) - [2](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=2#product-list) - [3](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=3#product-list) - [4](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=4#product-list) - [5](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=5#product-list) - 6 - [7](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=7#product-list) - [8](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=8#product-list) - [9](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=9#product-list) - [Next ›Next ›](/it/categories/etl-tools/free?category_id=etl-tools&order=g2_score&page=7#product-list) Spotlight Categories [Employer of Record (EOR) Software](https://www.g2.com/categories/employer-of-record-eor) [Security Compliance Software](https://www.g2.com/categories/security-compliance) [Field Service Management Software](https://www.g2.com/categories/field-service-management) [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) [Accounts Payable Automation Software](https://www.g2.com/categories/ap-automation) Similar Categories - [Big Data Integration Platforms](/categories/big-data-integration-platforms) - [Cloud Migration](/categories/cloud-migration) - [Embedded Integration Platforms](/categories/embedded-integration-platforms) - [Enterprise Service Bus (ESB)](/categories/enterprise-service-bus-esb) - [iPaaS](/categories/ipaas) - [Reverse ETL](/categories/reverse-etl) - [Stream Analytics](/categories/stream-analytics) [Browse ETL Tools Themes](/categories/etl-tools/themes)