# Best Data Quality Tools - Page 10 ## How Many Data Quality Tools Products Does G2 Track? **Total Products under this Category:** 252 ### Category Stats (Aug 2026) - **Average Rating:** 4.48/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Data Quality Navigator (+3.87%) - Among all products in this category, Data Quality Navigator recorded the largest rating increase compared to last month _Last updated: August 01, 2026_ ## How Does G2 Rank Data Quality Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 12,200+ Authentic Reviews - 252+ 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 Data Quality Tools ![G2 Grid® for Data Quality Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/data-quality/grids.png?focus%5B%5D=1327283&focus%5B%5D=142449&focus%5B%5D=135441&focus%5B%5D=1613254&focus%5B%5D=148877&focus%5B%5D=19607&focus%5B%5D=122327&focus%5B%5D=444) Highlighted products: SAS Viya, Monte Carlo, GTM Studio - Powered by ZoomInfo, Data Quality Navigator, dbt, HubSpot Data Hub, DQLabs, and D&B Connect. Underlying data: [Grid® JSON](https://www.g2.com/categories/data-quality/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=monte-carlo&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=data-quality-navigator&focus%5B%5D=dbt&focus%5B%5D=hubspot-data-hub&focus%5B%5D=dqlabs&focus%5B%5D=d-b-connect) **Sponsored** ### QuerySurge QuerySurge is an enterprise-grade data quality platform that leverages AI to continuously automate data validation across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, scalable architecture, and the leading DevOps for Data CI/CD integration, QuerySurge ensures data integrity at every stage of the pipeline. Automated Data Validation Use Cases: QuerySurge provides a smart, AI-driven, data validation & ETL testing solution for your automated testing needs. - Data Warehouse / ETL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - Business Intelligence (BI) Report Testing - Big Data Testing - Enterprise Application Data Testing What QuerySurge Provides: - Automation of your manual data validation and testing process - Ease-of-use, low-code/no-code features - Generative AI capabilities for test creation - Testing across 200+ data platforms - Integration into your CI/CD DataOps pipeline - Acceleration of your data analysis - Ensurance of regulatory compliance Key Features: - Data Connection Wizard provides an easy way to link to your data stores - Visual Query Wizard builds table-to-table and column-to-column tests without writing SQL - Generative AI module automatically creates transformation tests in bulk - DevOps for Data provides a RESTful API with 110+ calls and Swagger documentation and integrates into CI/CD pipelines - Create Custom Tests and modularize functions with snippets, set thresholds, stage data, check data types & duplicate rows, full text search, and asset tagging - Schedule tests to run immediately, at a predetermined date & time, or after any event from a build/release, CI/CD, DevOps, or test management solution - Multi-project support in a single instance, new Global Admin user, assign users and agents, import and export projects, and user activity log reports - Webhooks provide real-time integrations with DevOps, CI/CD, test management, and alerting tools - Ready-for-Analytics provides seamless integration with QuerySurge and your BI tool or open-source Metabase to create custom reports and dashboards and gain deeper, real-time insights into your data validation and ETL testing workflows - Data Analytics Dashboards and Data Intelligence Reports track, analyze, and communicate data quality [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=74&secure%5Bchosen_at%5D=2026-08-04T13%3A41%3A02Z&secure%5Bdisplayable_resource_id%5D=74&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=74&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=54942&secure%5Bresource_id%5D=74&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%3Fpage%3D10%26post_lead_product%3Dopenprise&secure%5Btoken%5D=8e9ad08f9e9a1fd4e41f5555319efdb220de0aa653d887b4e8d325204a0d7a8f&secure%5Burl%5D=https%3A%2F%2Fwww.querysurge.com%2Fget-started%2Fprivate-demo%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DG2-reviews&secure%5Burl_type%5D=book_demo) ### [Accurity Software Suite](https://www.g2.com/products/accurity-software-suite/reviews) With Accurity, the all-in-one data intelligence platform, you get company-wide understanding and complete trust in your data - speed up business-critical decision making, increase your revenue, reduce your costs, and ensure your company’s data compliance. Accurity supports multiple solutions across the entire project life cycle from the definition of data requirements to data quality checks by data stewards. Accurity offers comprehensive solutions covering data harmonization, quality and lineage including business glossary, data catalog, and reference data management. You can describe and provide a company-wide and company-specific common language of business terms and get a complete overview of all technical metadata related to your business “projects” that covers all layers of your data architecture. And break down your business terms to a structured, consistent, and more granular model that allows you to achieve data lineage. Accurity platform is available on-premises or as a SaaS. It is built in a way to help beginners easily start managing their data with the ability to scale up the range of services according to your needs, up to large-scale enterprise environments with specialist requirements. Anyone can get started with Data Catalog and Business Glossary SaaS right now, absolutely free. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Accurity Software Suite? - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Accurity Software Suite? - **Seller:** [Simplity](https://www.g2.com/sellers/simplity) - **Year Founded:** 2010 - **HQ Location:** Prague, CZ - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f7097b7ec40924abcbdadddbc8156dc924214004b0a431af8d2efb0ac28c739d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsimplity%2F&secure%5Burl_type%5D=linkedin_company_website) 25 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Do G2 Reviewers Say About Accurity Software Suite? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **intuitive interface** of Accurity Software Suite, enhancing collaboration and usability for all stakeholders. - Users value the **automation capabilities** of Accurity Software Suite, enhancing collaboration and transforming data management processes. - Users value the **collaboration features** of Accurity Software Suite, enhancing teamwork and data management efficiency. - Users commend the **intuitive interface** of Accurity Software Suite, facilitating seamless collaboration for compliance management. - Users highlight the **data accuracy** of Accurity Software Suite, enhancing trust and decision-making within their organizations. ##### Cons - Users find the **difficult setup** requires planning and coordination, though support helps streamline the process. - Users experience **user adoption difficulty** due to the need for extensive planning during initial configuration. #### What Are Recent G2 Reviews of Accurity Software Suite? **["ETCB roadtrip to Data Excellence — Our Journey with Accurity"](https://www.g2.com/survey_responses/accurity-software-suite-review-11771426)** **Rating:** 5.0/5.0 stars _— Verified User in Financial Services_ [Read full review](https://www.g2.com/survey_responses/accurity-software-suite-review-11771426) ### [AI Data Validator](https://www.g2.com/products/ai-data-validator/reviews) AI Data Validator, a FinanceOS tool for Google Sheets™, manages, cleans, and organizes data, offering features like duplicate removal, row combining, and table comparison. #### Who Is the Company Behind AI Data Validator? - **Seller:** [AI Data Validator](https://www.g2.com/sellers/ai-data-validator) - **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® ### [Astera Data Pipeline Builder (Centerprise)](https://www.g2.com/products/astera-data-pipeline-builder-centerprise/reviews) Astera Data Pipeline Builder (Centerprise) provides a no-code, scalable, high-performance, and affordable integration platform designed for technical and non-technical users to connect, transform, and move data from diverse sources to preferred destinations. With Astera's industrial strength ETL/ELT engine, 200+ transformations, and scheduling capabilities, users can build automated data pipelines in a matter of a few clicks. Users can also execute ETL and ELT data pipelines manually, schedule them for automated reruns, or orchestrate them as part of a larger data management process. Whether it's data extraction, transformation, cleansing, or loading, Astera Data Pipeline Builder excels at ensuring data accuracy and reliability. It offers comprehensive data validation capabilities, enabling users to enforce data quality and consistency. It is also a go-to solution for data migration, data warehousing, and business intelligence. **Average Rating:** 4.3/5.0 **Total Reviews:** 31 #### How Do G2 Users Rate Astera Data Pipeline Builder (Centerprise)? - **Quality of Support:** 8.7/10 (Category avg: 8.9/10) #### Who Is the Company Behind Astera Data Pipeline Builder (Centerprise)? - **Seller:** [Astera Software](https://www.g2.com/sellers/astera-software) - **HQ Location:** Simi Valley, CA - **Twitter:** @AsteraSoftware 2,255 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cf9dc3c430d3f81b53273d8e1958f34a9d05c68f0621195ee98e429abe6510c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F33267%2F&secure%5Burl_type%5D=linkedin_company_website) 168 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Medium, 32% Small #### What Are Recent G2 Reviews of Astera Data Pipeline Builder (Centerprise)? **["Great experience working with Astera ETL tool and support team"](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8938856)** **Rating:** 4.5/5.0 stars _— Verified User in Broadcast Media_ [Read full review](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8938856) **["Astera Centerprise Data Integrator Review"](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8851040)** **Rating:** 4.0/5.0 stars _— Rahul S._ [Read full review](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8851040) ### [Audit Fox](https://www.g2.com/products/audit-fox/reviews) That expensive HubSpot audit PDF from last quarter? It’s already useless. We know. At RevX, we’ve spent a decade in the RevOps trenches, delivering over 800 projects. We've seen firsthand how quickly HubSpot instances turn into data graveyards, making static reports expensive paperweights. That’s why we built Audit Fox: a living, breathing health monitor for your portal. It’s the powerful HubSpot audit tool we always wished we had—fast, actionable, and always on. Audit Fox helps you stop putting out fires and start building a CRM that actually works. Tired of flying blind? Get your instant HubSpot health score: Instead of digging for problems, get an immediate 0-100 score on your HubSpot portal’s health. It’s a dead-simple way to see if you’re getting better or worse over time and finally have a real KPI for data quality to show your leadership. Overwhelmed by a giant to-do list? Audit Fox tells you what to fix first: Forget endless lists of "issues." Our HubSpot audit software uses risk-categorized issue Detection to surface the critical problems that are actively leaking revenue right now. You’ll know exactly what to tackle today and what can wait. Don’t just find problems, get solutions. Drill down with AI-powered Insights: Finding an issue is easy. Knowing how to fix it is what matters. Audit Fox gives you detailed breakdowns and clear, actionable recommendations for every problem it finds. Need to know if your automations are helping or hurting? See email & workflow performance Clearly: Finally, a unified view of your automation engine. See exactly how your workflows and emails are performing. Diagnose issues, spot trends against benchmarks, and turn your automation insights into actual wins. No time for a full system teardown? Run HubSpot audits on your terms: Need to check deal data quality before a board meeting? Or troubleshoot your marketing forms? As a flexible HubSpot data quality audit software, Audit Fox lets you run targeted scans on specific objects. Get the answers you need in minutes, not hours. Need to prove your point to the boss? Export stakeholder-ready HubSpot audit reports: When it's time to share, you're ready. Instantly generate clean PDF reports for your executive team or export raw CSV data for the spreadsheet warriors on your team. Track your audit history and show a clear before-and-after of your improvements. Audit Fox is THE CRM audit tool built for RevOps folks who live in HubSpot: HubSpot Admins RevOps, MarOps Specialists, SalesOps & SupportOps Teams, CRM Managers. Stop guessing. Start fixing. Audit Fox is the most powerful HubSpot audit tool you need. #### Who Is the Company Behind Audit Fox? - **Seller:** [RevX Inc](https://www.g2.com/sellers/revx-inc) - **Year Founded:** 2017 - **HQ Location:** Bellevue, US - **Twitter:** @RevX2024 1 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=448a8f69e020b62f8bad989977f757425c80e6d8ec883f389f25c5321cd30667&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgo-revx%2F&secure%5Burl_type%5D=linkedin_company_website) 24 employees on LinkedIn® ### [Axolotl](https://www.g2.com/products/axolotl/reviews) Our new product Axolotl - a readily integrable end-to-end automated data remediation engine that detects, flags and takes actions to fix complex data quality issues for structured datasets. By bridging the gap between raw data and trustworthy AI, we ensure AI readiness that your own AI models are trained on data of accuracy and integrity. Our mission is to move enterprises from monitoring or observing data issues to automatically resolving them bypassing hallucination risk and boosting operational efficiency for data-critical organizations. #### Who Is the Company Behind Axolotl? - **Seller:** [ADEQUATA](https://www.g2.com/sellers/adequata) - **Year Founded:** 2026 - **HQ Location:** Dover, US - **Twitter:** @ADEQUATA\_AI - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ec0ccfa0f44fc8464908fc740a29bac06ace402fe478c39a80913a6c7007246c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fadequata%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [Blazent](https://www.g2.com/products/blazent/reviews) Blazent is a cloud-based IT data integrity engine that aggregates, reconciles and consolidates IT data. #### Who Is the Company Behind Blazent? - **Seller:** [Blazent](https://www.g2.com/sellers/blazent) - **Year Founded:** 2001 - **HQ Location:** Livonia, US - **Twitter:** @Blazent 1,788 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c823080108ebfe5107a5852db06a6943e71c5e44394e14f76109005bc24d1364&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fblazent%2F&secure%5Burl_type%5D=linkedin_company_website) 45 employees on LinkedIn® ### [Centric PXM](https://www.g2.com/products/centric-pxm/reviews) Centric PXM™ (Product Experience Management) formerly Contentserv is an AI-driven product commercialization platform that unifies Product Information Management (PIM), Digital Asset Management (DAM), Syndication and Digital Shelf Analytics (DSA) in a single enterprise-ready solution. With embedded AI, the system automates content enrichment, validation and localization, transforming product data into compelling, high-performing product experiences across e-commerce, marketplaces and retail channels. The platform centralizes product information, digital assets and product content workflows to create a single source of the truth, driving accuracy, speed and consistency across the digital shelf. By combining Centric PIM™, Centric DAM™, Centric ShoppingFeed™ and Centric DSA™ in one AI-powered commercialization platform, organizations can accelerate product launches, expand into new markets, reduce errors and compliance risks while delivering consistent brand experiences across channels. Organizations can distribute optimized product content across 1,000+ marketplaces, retailers, social platforms and DTC channels from a single connected solution. Companies using Centric PXM report up to 60% faster commercialization preparation, 70% faster catalog creation and significantly improved product data accuracy, enabling faster time-to-market, greater sell-through and profitability and stronger digital shelf performance. With an intuitive interface and open, configurable architecture, Centric PXM integrates seamlessly with e-commerce platforms, marketplaces, ERP systems and the broader Centric portfolio including Centric PLM™, Centric Planning™ and Centric Pricing & Inventory™, creating a powerful digital foundation for scalable growth. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Centric PXM? - **Seller:** [Centric Software](https://www.g2.com/sellers/centric-software-d8c48b12-db67-42fe-b798-24afe25eb26f) - **Year Founded:** 2004 - **HQ Location:** Campbell, CA - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11c77751820fe7f3d73e3451a106fe12d031ed280f1d876c3613636bb6c4d8e9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcentric-software%2F&secure%5Burl_type%5D=linkedin_company_website) 1,422 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Centric PXM? **["A Useful Tool to Market Your Product"](https://www.g2.com/survey_responses/centric-pxm-review-5268676)** **Rating:** 5.0/5.0 stars _— Verified User in Marketing and Advertising_ [Read full review](https://www.g2.com/survey_responses/centric-pxm-review-5268676) ### [Claro AI](https://www.g2.com/products/claro-ai/reviews) Claro AI is an AI-powered product and supplier data platform designed for companies that manage large, complex catalogs across multiple suppliers, systems, and channels. Aggregators, distributors, marketplaces, and vertical platforms often struggle with fragmented data: inconsistent schemas, duplicate records, missing attributes, and manual workflows that slow down supplier onboarding and compromise data quality. Claro AI automates the entire product data lifecycle from ingestion and normalization to matching, enrichment, validation, and publishing so teams can operate on reliable, machine-ready data. Claro AI ingests data from ERPs, PLMs, PIMs, spreadsheets, PDFs, APIs, and supplier feeds, regardless of format, language, or structure. It normalizes attributes, resolves duplicates, creates canonical entity IDs, and enriches records with technical specifications, compliance information, and external context. Built-in confidence scoring, provenance tracking, and human review workflows ensure that automation remains transparent, controllable, and auditable. By acting as the execution and coordination layer above systems of record, Claro AI connects disparate data sources with downstream applications such as PIMs, storefronts, marketplaces, analytics platforms, and procurement systems. Organizations use Claro AI to accelerate supplier onboarding, improve search and discovery, enable accurate analytics, support smarter procurement and pricing decisions, and prepare catalogs for AI-driven use cases. Claro AI is used across retail and e-commerce, manufacturing and B2B distribution, ticketing and events, and procurement ecosystems, helping teams replace manual data operations with scalable, continuous automation. #### Who Is the Company Behind Claro AI? - **Seller:** [Claro AI](https://www.g2.com/sellers/claro-ai) - **Year Founded:** 2024 - **HQ Location:** Berlin, DE - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=46f39c3bb640b02789eb5229067fb3bc88e4293260e2cf2ffb919cb47d301af3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclaro-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 5 employees on LinkedIn® ### [CleanCRM](https://www.g2.com/products/cleancrm/reviews) CleanCRM de-dupes your Accounts, Contacts or Leads with one click. Reclaim sales time, empower Marketing, and report on clean data. CleanCRM is embedded in your CRM, no software installation. #### Who Is the Company Behind CleanCRM? - **Seller:** [ActivePrime](https://www.g2.com/sellers/activeprime-435b2615-0b94-4ee7-b897-a2a0e514adfb) - **Year Founded:** 2001 - **HQ Location:** Mountain View, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=09777c9f955ed7730edde125b3a33b9ffea1a1317050672f89a488c31950d0da&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Factiveprime-inc-&secure%5Burl_type%5D=linkedin_company_website) 25 employees on LinkedIn® ### [CleanICP](https://www.g2.com/products/cleanicp/reviews) CleanICP continuously cleans and enriches your CRM contact data. This ensures your go-to-market teams are working with accurate, aligned, and actionable data, improving outreach, streamlining handoffs, and driving better customer experiences. #### Who Is the Company Behind CleanICP? - **Seller:** [YourICP](https://www.g2.com/sellers/youricp) - **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® ### [Code-Cube.io](https://www.g2.com/products/code-cube-io/reviews) Code-Cube.io is a marketing data observability platform that prevents broken tracking from skewing insights or impacting website- and campaign performance. The platform continuously monitors your entire data collection pipeline, from the dataLayer to tag managers and marketing tags. Code-Cube.io sends real-time alerts when issues occur. AI-powered anomaly detection identifies unusual behavior, inactivity, and tag errors across all users, browsers, and devices, before they affect reporting or decision-making. The Tag Monitor module automatically detects broken, missing, or misfiring tags and the DataLayer Guard module monitors all dataLayer events, including pageviews, enhanced ecommerce, form submissions, and custom events. Code-Cube.io helps marketing, analytics, and ecommerce teams maintain reliable data, reduce manual QA, and confidently scale their tracking setup. **Average Rating:** 4.5/5.0 **Total Reviews:** 4 #### How Do G2 Users Rate Code-Cube.io? - **Quality of Support:** 9.2/10 (Category avg: 8.9/10) #### Who Is the Company Behind Code-Cube.io? - **Seller:** [Code Cube](https://www.g2.com/sellers/code-cube) - **Year Founded:** 2022 - **HQ Location:** Utrecht, NL - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=41560b61228fc996797c6d169a037ef14cf7f95952c131af0e7ee67bf893285d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcodecube-io%2F&secure%5Burl_type%5D=linkedin_company_website) 7 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 50% Small #### What Do G2 Reviewers Say About Code-Cube.io? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **real-time monitoring and instant issue detection** of Code-Cube.io, enhancing data accuracy and reliability. - Users value the **automation** of Code-Cube.io, ensuring continuous data validation and instant issue detection for peace of mind. - Users value the **real-time monitoring** of Code-Cube.io, ensuring constant data reliability and automated issue detection. - Users appreciate the **ease of management** in Code-Cube.io, enjoying its flexibility and responsive support from the team. - Users value the **flexibility** of Code-Cube.io, appreciating its ease of management and responsive support team. ##### Cons - Users find the **complex setup** process cumbersome due to a lack of responsiveness, complicating edits and testing scenarios. - Users report **performance issues** with responsiveness, which hinder editing configurations and testing scenarios efficiently. #### What Are Recent G2 Reviews of Code-Cube.io? **["Game-Changer for Data Accuracy & Real-Time Monitoring!"](https://www.g2.com/survey_responses/code-cube-io-review-10804477)** **Rating:** 5.0/5.0 stars _— Danny d._ [Read full review](https://www.g2.com/survey_responses/code-cube-io-review-10804477) **["Saving lots of time (no more manual checks and easy debugging)"](https://www.g2.com/survey_responses/code-cube-io-review-10957413)** **Rating:** 4.5/5.0 stars _— Feiko B._ [Read full review](https://www.g2.com/survey_responses/code-cube-io-review-10957413) ### [ConnectControl](https://www.g2.com/products/connectcontrol/reviews) #### Who Is the Company Behind ConnectControl? - **Seller:** [DOTIC](https://www.g2.com/sellers/dotic) - **Year Founded:** 2008 - **HQ Location:** Bordeaux, FR - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4ba8a880764234b403a2fc98cbf09425f3d2e37abe326df0d79d6f8f442d115b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdotic%2F&secure%5Burl_type%5D=linkedin_company_website) 27 employees on LinkedIn® ### [CONTRINT](https://www.g2.com/products/contrint/reviews) CONTRINT is a prescriptive intelligence engine purpose-built for SAP and ERP environments. It autonomously detects and resolves costly data and process issues ,pricing erosion, delivery gaps, master data inconsistencies, and process compliance violations , that traditionally require months of manual reconciliation by finance, quality, and operations teams. Unlike generic AI tools, CONTRINT is deterministic and glass-box: every finding is statistically explainable and auditable, making it defensible to CFOs, auditors, and regulators. The platform is deployed in production on AWS and Azure, supports multi-tenant enterprise rollouts, and is designed for organizations operating under quality and compliance frameworks such as Six Sigma, IATF 16949, ISO 13485, and AS9100. Built for enterprises that cannot afford black-box decisions on revenue, quality, or compliance-critical data #### Who Is the Company Behind CONTRINT? - **Seller:** [CONTRINT](https://www.g2.com/sellers/contrint) - **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® ### [Dagster](https://www.g2.com/products/dagster/reviews) Ship data pipelines with extraordinary velocity. Dagster is the cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability. **Average Rating:** 4.5/5.0 **Total Reviews:** 2 #### How Do G2 Users Rate Dagster? - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Dagster? - **Seller:** [Dagster Labs](https://www.g2.com/sellers/dagster-labs) - **Year Founded:** 2018 - **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=a5b7090dc7f4ae8fdad112483775ba6d56e70f56de33bdd5f116b0b6846e30ad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdagsterlabs%2F&secure%5Burl_type%5D=linkedin_company_website) 92 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 50% Small #### What Do G2 Reviewers Say About Dagster? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **robust analytics capabilities** of Dagster, highlighting its reliability and transparency in data orchestration. - Users highlight the **ease of use** of Dagster, noting its intuitive design and reduced complexity for data orchestration. - Users value the **asset-centric approach** of Dagster, enhancing reliability and transparency in data orchestration. - Users value the **flexibility** of Dagster, appreciating its asset-centric approach to diverse data engineering use cases. - Users admire the **sophisticated and modern tool** that fits nearly all data engineering use cases effectively. ##### Cons - Users find the **difficult learning** process challenging, complicating initial adoption and hindering usability for smaller teams. - Users find the **steep learning curve** of Dagster challenging, hindering smooth adoption and initial usage. - Users find the **steep learning difficulty** of Dagster challenging, complicating adoption for smaller teams. - Users find Dagster's **steep learning curve** challenging, especially during initial setup and integration into workflows. - Users find the **complex setup** of Dagster challenging, complicating adoption and overwhelming smaller teams. #### What Are Recent G2 Reviews of Dagster? **["Dagster: Review"](https://www.g2.com/survey_responses/dagster-review-12205767)** **Rating:** 4.0/5.0 stars _— Aarsh B._ [Read full review](https://www.g2.com/survey_responses/dagster-review-12205767) **["Much more advanced and modern alternative to Apache Airflow"](https://www.g2.com/survey_responses/dagster-review-11304116)** **Rating:** 5.0/5.0 stars _— Kelvin Ngoc Nguyen L._ [Read full review](https://www.g2.com/survey_responses/dagster-review-11304116) ### [Data Auditor](https://www.g2.com/products/data-auditor/reviews) Data Auditor is an Ai powered data quality and governance platform that audits enterprise data for accuracy. #### Who Is the Company Behind Data Auditor? - **Seller:** [Fraoula](https://www.g2.com/sellers/fraoula) - **Year Founded:** 2024 - **HQ Location:** Newark, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=47f0eee0530576c6d67cfcac18e0c4290b75375e3d79c0dc20f22bed9f3bc250&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffraoula&secure%5Burl_type%5D=linkedin_company_website) 10 employees on LinkedIn® - [‹ Prev‹ Prev](/categories/data-quality?order=g2_score&page=9&post_lead_product=openprise#product-list) - [1](/categories/data-quality?order=g2_score&post_lead_product=openprise#product-list) - [2](/categories/data-quality?order=g2_score&page=2&post_lead_product=openprise#product-list) - … - [6](/categories/data-quality?order=g2_score&page=6&post_lead_product=openprise#product-list) - [7](/categories/data-quality?order=g2_score&page=7&post_lead_product=openprise#product-list) - [8](/categories/data-quality?order=g2_score&page=8&post_lead_product=openprise#product-list) - [9](/categories/data-quality?order=g2_score&page=9&post_lead_product=openprise#product-list) - 10 - [11](/categories/data-quality?order=g2_score&page=11&post_lead_product=openprise#product-list) - [12](/categories/data-quality?order=g2_score&page=12&post_lead_product=openprise#product-list) - [13](/categories/data-quality?order=g2_score&page=13&post_lead_product=openprise#product-list) - [14](/categories/data-quality?order=g2_score&page=14&post_lead_product=openprise#product-list) - … - [16](/categories/data-quality?order=g2_score&page=16&post_lead_product=openprise#product-list) - [17](/categories/data-quality?order=g2_score&page=17&post_lead_product=openprise#product-list) - [Next ›Next ›](/categories/data-quality?order=g2_score&page=11&post_lead_product=openprise#product-list) Spotlight Categories [Knowledge Base Software](https://www.g2.com/categories/knowledge-base-software) [Contact Center Quality Assurance Software](https://www.g2.com/categories/contact-center-quality-assurance) [Chatbots Software](https://www.g2.com/categories/chatbots) [Operational Risk Management Software](https://www.g2.com/categories/operational-risk-management) [HCM Software](https://www.g2.com/categories/hcm-software) Similar Categories - [Infrastructure as a Service (IaaS)](/categories/infrastructure-as-a-service-iaas) - [Active Metadata Management](/categories/active-metadata-management) - [Address Verification](/categories/address-verification) - [AIOps Platforms](/categories/aiops-platforms) - [Application Server](/categories/application-server) - [Blockchain](/categories/blockchain) - [Cloud File Storage](/categories/cloud-file-storage) - [Database Software](/categories/database-software) - [Data Center Infrastructure Management (DCIM)](/categories/data-center-infrastructure-management-dcim) - [Data Center Networking](/categories/data-center-networking) - [Data Exchange Platforms](/categories/data-exchange-platforms) - [Data Fabric](/categories/data-fabric) - [Data Integration Tools](/categories/data-integration-tools) - [Data Management Software](/categories/data-management-software) - [Data Mapping](/categories/data-mapping) [Browse Data Quality Themes](/categories/data-quality/themes) ![Shalaka Joshi](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka Joshi") SJ Researched and written by [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi) Updated March 10, 2026 Data quality tools analyze sets of information and identify incorrect, incomplete, or improperly formatted data. After profiling data concerns, data quality tools cleanse or correct that data based on previously established guidelines. Deletion, modification, appending, and merging are all common methods of data set cleansing or correction; data analysts, marketers, and salespeople are just a few positions that benefit from leveraging data quality solutions. By targeting and cleaning data lists, data quality software allows businesses to establish and maintain high standards for data integrity. These solutions are also helpful for ensuring that data adheres to these standards, based on the required industry, market, or in-house regulations. This process of maintaining data integrity enhances the reliability of such information for business use. Data sets can range from customer contact information to granular financial statistics and much more. Data quality software products may also share features or coexist with [master data management (MDM) software](https://www.g2.com/categories/master-data-management-mdm), [data integration software](https://www.g2.com/categories/data-integration), or [big data software](https://www.g2.com/categories/big-data). While tangentially related to data quality solutions from a functional standpoint, [address verification software](https://g2.com/categories/address-verification) differs through its distinct use cases, focus on physical location data, and reliance on authoritative location data sourcing to verify correctness. To qualify for inclusion in the Data Quality category, a product must: - Enable data profiling and identify data anomalies - Provide basic data cleansing functionalities like record merge, append, and delete - Allow data modification and standardization based on predefined rules - Allow automated and manual cleaning options - Offer preventive measures to preserve data integrity Show More