--- title: OpenDQ Reviews meta_title: 'OpenDQ Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how OpenDQ works for a business like yours. aggregate_rating: rating_value: 5.0 review_count: 6 scale: '5' date_modified: '2026-07-01' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # OpenDQ Reviews **Vendor:** Infosolve Technologies **Category:** [Master Data Management (MDM) Tools](https://www.g2.com/categories/master-data-management-mdm) **Average Rating:** 5.0/5.0 **Total Reviews:** 6 ## About OpenDQ OpenDQ Matrix360 is an enterprise-level data quality, master data management, knowledge graph, and data governance solution designed to help organizations achieve reliable and accurate data management without incurring licensing costs. This innovative platform is built on a modular architecture, allowing it to adapt to evolving enterprise needs and scale seamlessly as data management requirements grow. OpenDQ Matrix360 is particularly beneficial for organizations focused on enhancing data integrity, improving operational efficiency, and making confident, data-driven decisions. Targeting businesses of all sizes, OpenDQ Matrix360 serves data professionals, analysts, and decision-makers who require a robust framework for managing their data assets across multiple domains and geographies. The solution is designed to facilitate the management of diverse data types, including customer, product, vendor, and reference data, making it an ideal choice for organizations looking to streamline their data operations. By providing a comprehensive suite of tools, OpenDQ Matrix360 empowers users to maintain high standards of data quality and governance, ultimately supporting better business outcomes. One of the standout features of OpenDQ Matrix360 is its zero license cost model, which replaces traditional licensing fees with a simple annual support fee. This approach not only frees up budget for delivery and scaling but also allows organizations to invest more in their data initiatives. The platform includes a powerful rules engine for visual authoring of validation and rule enforcement, enabling users to implement data quality standards at scale. Additionally, the integrated knowledge graph offers visual exploration, schema design, and AI-powered discovery, ensuring that master data records are synchronized and fully audited. OpenDQ Matrix360 also excels in providing comprehensive data lineage capabilities, allowing organizations to trace data from its source to consumption through a graph-based, end-to-end lineage system. This feature is complemented by a unified business glossary and data catalog, which enhances metadata governance and technical metadata harvesting. The platform's enterprise search capabilities, driven by AI workflows, further streamline data retrieval and analysis, while the AI workspace supports various machine learning and AI-driven workflows, making it a versatile tool for modern data management. By unifying data quality, master data management, and knowledge graphs into a single governed platform, OpenDQ Matrix360 delivers a scalable foundation of trust that organizations can rely on for every analytic, operational, and AI-driven workflow. Its modular architecture allows users to deploy only the components they need, ensuring that the solution can grow and evolve alongside their data management requirements. ## OpenDQ Pros & Cons **What users like:** - Users value the **zero license cost model** of OpenDQ, enabling broader access without financial concerns. (2 reviews) - Users value the **flexibility and scalability** of OpenDQ, praising its depth of features and seamless integrations. (1 reviews) - Users appreciate the **automation features** of OpenDQ, highlighting its fast, flexible, and scalable nature. (1 reviews) - Users value the **automation features** of OpenDQ for enhancing efficiency and ensuring data quality with minimal manual effort. (1 reviews) - Users highlight the **excellent technical support** from OpenDQ, ensuring swift assistance and smooth implementation processes. (1 reviews) - Customization (1 reviews) - Data Integration (1 reviews) - Data Management (1 reviews) - Data Quality (1 reviews) - Users value the **ease of implementation** with OpenDQ, appreciating the rapid setup and strong technical support. (1 reviews) **What users dislike:** - Users believe the **documentation is poor** and suggest that multimedia-based training would enhance the experience. (1 reviews) ## OpenDQ Reviews ### 1. Fast, Flexible, Scalable—OpenDQ’s Deep MDM Data Quality Features Shine **Rating:** 5.0/5.0 stars **Reviewed by:** Sachidanand P. | Data Architect, Enterprise (> 1000 emp.) **Reviewed Date:** February 09, 2026 **What do you like best about OpenDQ?** OpenDQ has worked very well for us. The platform is fast, flexible, and easy to work with, very scalable- very high marks for this. could not find any other platform with depth of features and integration around data quality, master data management, rules engine and knowledge graphs, Customer/Product 360. AI/ML is used remarkably well to assist the user without compromising trust and always involves review processes and human in loop. The zero license cost model is amazing we do not have to worry about number of records, CPU, Servers, Users. Excellent integration with Azure and other systems. **What do you dislike about OpenDQ?** Inline documentation can expand, video based training will be welcome. **What problems is OpenDQ solving and how is that benefiting you?** Master Data Management, Knowledge graph, Rules Engine, Customer-360, Integrates all the above technologies to build trust in the data and the AI integrations help us answer questions with accuracy unlike standard LLM based systems. ### 2. Multi-Domain Master Data Management with Customer Data Platform integration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** December 02, 2024 **What do you like best about OpenDQ?** Zero licensing cost, rapid implementation, and excellent technical team and technical support. **What do you dislike about OpenDQ?** Documentation can be improved, multimedia-based training can be useful. **What problems is OpenDQ solving and how is that benefiting you?** Complex project involving multiple data domains: Customer, Vendor, and Prospect, and managing a single identity between lifecycle transitions. OpenDQ manages real-time identity stitching with the Customer Data Platform and offline customer, prospect, and vendor profiles. OpenDQ is giving us a 360-degree view of all the data domains in near real-time. ### 3. Excellent value with zero license cost **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** June 13, 2024 **What do you like best about OpenDQ?** -- Scalability, Cluster based matching -- Zero license cost -- Integrations with Snowflake and Azure -- Ease of changes , template driven GUI -- Full Flexibility -- Excellent technical team and support -- Excellent stability -- Excellent GUI for users **What do you dislike about OpenDQ?** -- Big Data integration is through configuration files -- Improve Documentation -- Cluster Management integration needs improvement **What problems is OpenDQ solving and how is that benefiting you?** Creating customer golden source record, customer 360 and validations for customer email/phones/addresses, integration with other systems ### 4. Good product for data quality and Master Data Management! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** December 11, 2019 **What do you like best about OpenDQ?** -No licensing cost -Scales well and has big data options -Search across data domains -Pre-built workflows and business user-friendly interface -Excellent technical implementation and support team **What do you dislike about OpenDQ?** Documentation can be improved Big data integration could be easier **What problems is OpenDQ solving and how is that benefiting you?** Centralize data quality rules and track the progress of the quality of the data over time Master data master management of Product and Customer data domains. Achieve 360 degrees view of the customer. Business glossary ### 5. Solid value for Data Quality & Master data management **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 27, 2020 **What do you like best about OpenDQ?** No licensing cost, compared to others who are charging north of $50k. Data Profiling & address standardization work well - US & Canada is free. Integration of DQ, Master data management & data governance. Excellent technical team. **What do you dislike about OpenDQ?** Documentation can be improved. API calls need more examples. **Recommendations to others considering OpenDQ:** Need to get your requirements ready before implementation. **What problems is OpenDQ solving and how is that benefiting you?** Data quality, address cleansing, duplicate detection, customer 360, business glossary. ### 6. Great value for Data quality and MDM. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** December 02, 2019 **What do you like best about OpenDQ?** 1. Zero licensing cost 2.. Modular Architecture 3. Integration of DQ, MDM and Data Governance **What do you dislike about OpenDQ?** documentation on real-time api can be improved. **Recommendations to others considering OpenDQ:** Highly recommend to any potential companies/users. **What problems is OpenDQ solving and how is that benefiting you?** Data quality and master data management for single version of data. ## OpenDQ Discussions - [What is OpenDQ used for?](https://www.g2.com/discussions/what-is-opendq-used-for) - [View OpenDQ pricing details and edition comparison](https://www.g2.com/products/opendq/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-09+16%3A05%3A53+-0500&secure%5Bsession_id%5D=06436877-9a5e-41c4-9843-2010c9638dba&secure%5Btoken%5D=25552e595fc5bf7e84446aaf18adec077ff4ee8fb7acc08bf5f81bf6ca9bbf42&format=llm_user) ## OpenDQ Integrations - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) ## OpenDQ Features **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Management** - Hierarchy Management - Reference Data Management - Data Lineage - Metadata Management **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring **Security** - Access Control - Roles Management - Compliance Management **Functionality ** - Multi-Domain - Match & Merge - Relationship Mapping - User Interface **Security** - Data Governance - Data Masking **Data Quality** - Data Preparation - Data Distribution - Data Unification **Maintainence** - Data Quality Management - Policy Management **Functionality** - Identification - Correction - Normalization - Preventative Cleaning - Data Matching **Generative AI** - AI Text Generation - AI Text Summarization **Management** - Reporting - Automation - Quality Audits - Dashboard - Governance **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making **Generative AI** - AI Text Generation - AI Text Summarization ## Top OpenDQ Alternatives - [Egnyte](https://www.g2.com/products/egnyte/reviews) - 4.4/5.0 (1,135 reviews) - [Boomi](https://www.g2.com/products/boomi/reviews) - 4.4/5.0 (454 reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) - 4.5/5.0 (555 reviews)