--- title: DQLabs Reviews meta\_title: 'DQLabs Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 45 reviews by the users' company size, role or industry to find out how DQLabs works for a business like yours. aggregate\_rating: rating\_value: 4.6 review\_count: 45 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # DQLabs Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by DQLabs but has limited features. Are you part of the DQLabs team? [Upgrade your plan](https://my.g2.com/dqlabs/upgrade?utm_campaign=s3&utm_medium=claim-popup&utm_source=g2) to enhance your branding and engage with visitors to your profile! DQLabs offers PRIZM, which is an AI-native platform that unifies context, data observability, and quality into a single control plane that continuously understands data, evaluates its trustworthiness, and operates across the enterprise. PRIZM is used by enterprises to detect, explain, and resolve data issues before they impact analytics or AI systems and orchestrate resolution with minimal human intervention, while keeping humans in control through AI stewardship. * * * Seller [DQLabs](https://www.g2.com/sellers/dqlabs) Discussions [DQLabs Community](https://www.g2.com/products/dqlabs/discuss) Languages Supported German, English, French, Spanish, Chinese (Simplified) Solution Type All-in-One Overview by Ankush Jain Show More ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Boomi](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Boomi") Boomi 4.4/5(506) ](https://www.g2.com/products/boomi/reviews) [ ![Demandbase One](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Demandbase One") Demandbase One 4.4/5(1,988) ](https://www.g2.com/products/demandbase-one/reviews) [ View All Alternatives ](https://www.g2.com/products/dqlabs/competitors/alternatives) ## User Insights Average based on 45 real user reviews. [Log in to unlock pricing and user insights](/login) ## DQLabs Integrations (2) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure Databricks ](https://www.g2.com/products/azure-databricks/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Denodo ](https://www.g2.com/products/denodo/reviews) Show More KM Karkki M. 12/15/2025 "Unified Data Quality Platform with Seamless Integration" 4/5 What do you like best about DQLabs? I like that DQLabs is great for CDO Data personas, making it easy to use for both technical and business owners. The platform provides out-of-the-box connectors for major data warehouses, data lakes, and lake houses, allowing users to embed data quality checks seamlessly into their data pipelines. I appreciate how it automates data monitoring, detection, and remediation of data issues across the entire data lifecycle. It's also impressive that DQLabs is an Agentic AI solution, which was a significant factor in our decision to switch from Collibra. Additionally, I found the initial setup to be easy. Review collected by and hosted on G2.com. What do you dislike about DQLabs? It is good nothing so far team has disappointed from the DQLabs Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? DQLabs unifies data governance, lineage, and quality, making it easy for both technical and business users. Out-of-the-box connectors streamline integration, automating data monitoring and issue remediation across the data lifecycle. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic KR Karthikkumar R. 11/12/2025 "Streamlines Data Quality with User-Friendly Integration" 4/5 What do you like best about DQLabs? I find DQLabs incredibly valuable for addressing data quality issues, as it significantly reduces manual data checks, which saves me time and effort. The platform's semantics capability is outstanding; it automatically discovers and enriches metadata with meaningful business context, ensuring a high level of data quality. I particularly like that DQLabs is an integrated platform providing observability, cataloging, and quality, making it user-friendly and suitable for both technical and business personas. Its observability features allow for comprehensive data and pipeline monitoring, and the business-level data quality checks come with out-of-the-box and no-code custom rules. Additionally, the semantic layer adds business context to datasets, facilitating easy discovery and exploration. The initial setup was also simple and quick, taking less than three weeks to complete. DQLabs seamlessly integrates with tools like dbt and Airflow for pipeline orchestration, further enhancing its utility. I appreciate the comprehensive feature set that accommodates my needs without requiring extensive manual intervention, and the platform's ability to provide strong data observability was a key reason for switching from Collibra. Review collected by and hosted on G2.com. What do you dislike about DQLabs? It is good product feature standpoint. Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? DQLabs addresses data quality issues, reducing manual checks and enhancing metadata with business context. Its integrated platform offers observability, cataloging, and quality features, making it ideal for technical and business users. It provides out-of-the-box data quality checks and no-code custom rules for easy data exploration. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Sneha P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sneha P.") SP Sneha P. Data and Analytics Engineer Enterprise (\> 1000 emp.) 8/11/2025 "AI driven rule creation and automation" 4/5 What do you like best about DQLabs? The recommend AI suggests the most relevant quality measures for each data attributes by analyzing profiling metrics. It takes the guesswork out of rule configuration and ensures I am covering all necessary bases for key dimensions like accuracy, uniqueness or completeness. It is easy to use and it makes my team to work without any complications and the integration is also best as it work effortless. The speed an consistency gained from these AI driven capabilities have noticeably accelerated our team's ability to identify, remediate and prevent issues. Review collected by and hosted on G2.com. What do you dislike about DQLabs? Nothing major comes to mind and my experience has been positive overall. Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? DQLabs has completely transformed the way I create and manage data quality rules. Previously writting SQL based custom measures was a cumbersome and manual process that slowed down my projects. With the Ask AI features I can simply describe what I want in plain English like find duplicate customer emails and DQLabs automatically generates the SQL queries for me, tailored to my specifies tables and schema. This has made configuring new data quality checks incredibly quick and accessible, even for collegues who aren't SQL experts. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic GJ Godwin J. 12/2/2025 "Unified Data Quality Platform, Effortless Setup" 4/5 What do you like best about DQLabs? I find DQLabs to be a great and unified platform for all data users, which effectively helps maintain data quality. Its features like data cleansing, data profiling, and cataloging are particularly beneficial for my needs. Additionally, I appreciate the ease of the initial setup and how supportive the customer experience team was in assisting us. Integrating DQLabs with Power BI is seamless, enhancing our data management capabilities. After analyzing other platforms such as Datactics, TIBCO, and SAS, I chose DQLabs for its comprehensive features and the value it provides in data quality maintenance. Review collected by and hosted on G2.com. What do you dislike about DQLabs? It is good data quality platform. Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? I use DQLabs for ensuring data quality, with features like data cleansing and profiling, benefiting from its unified platform approach for all data users. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic Review from Pop Up MS Mohamed S. 12/17/2025 "Automated Data Quality with Ease and Speed" 4/5 What do you like best about DQLabs? I find DQLabs to be a very powerful unified platform for data personas. I like how it automates data quality, and the platform provides real-time observability and continuous monitoring. The Agentic AI feature is also very easy to use and delivers value quickly. Additionally, it delivers reliable and accurate data for better business outcomes. Review collected by and hosted on G2.com. What do you dislike about DQLabs? I think the documentation could be improved. Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? I use DQLabs for data quality. It automates data quality processes, provides real-time observability and monitoring, and its Agentic AI feature is easy to use, delivering value quickly. Overall, it provides reliable and accurate data for better business outcomes. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic SK satheesh k. 12/10/2025 "Customizable Data Quality Platform with Easy Setup" 4/5 What do you like best about DQLabs? I like DQLabs for its unified platform, which features out-of-the-box automated AI-generated rules. The customizable no-code data quality checks with flexible queries and conditional logic provide comprehensive data quality coverage. The initial setup was also easy, which is a big plus for me. Review collected by and hosted on G2.com. What do you dislike about DQLabs? It is Good Platform Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? DQLabs provides customizable, no-code data quality checks with flexible queries and conditional logic for comprehensive data quality coverage. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic SG Subash G. Developer Mid-Market (51-1000 emp.) 5/26/2025 "Comprehensive Data Observability Platform" 4/5 What do you like best about DQLabs? I really like how the platform uses AI to spot any unusual data patterns automatically. The timely identification and resolution of data anomalies minimizes data downtime. The interface is clean and easy to use and implement for technical and business users, which is great because not everyone on my team is super technical. Plus, it connects easily with all the data sources we use. The customer and implementation support is good. Review collected by and hosted on G2.com. What do you dislike about DQLabs? Honestly, I haven't run into any major problems so far. It's been pretty smooth. Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? DQLabs helps me keep my eye on data quality and observability with out-of-the-box rules and AI-ML driven anomaly detection. When something looks off I get notified right away, so I can fix immediately. It made my job very easy and helped our team trust the data more. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 11/15/2024 "Data Quality Platform Delivers accurate insights" 4/5 What do you like best about DQLabs? The tool has significantly improved quality and reliability of our data leading to better decision making and reduce errors. It has a user friendly interface and robust customer support making it easy to implement and manage. Review collected by and hosted on G2.com. What do you dislike about DQLabs? Did not come across any major issues. It is good so far. Review collected by and hosted on G2.com. What problems is DQLabs solving and how is that benefiting you? DQLabs is a comprehensive data quality solution which helps our organization to manage and enhance quality of data assets. It provides data profiling and enrichment features to ensure data accuracy and consistency. It supports various data sources and formats making it versatile for data management needs. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/dqlabs/pricing) DQLabs Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_01df19a83b545b324815f00abb1d0c8e/anomalo.png "Product Avatar Image") Anomalo 4.4/5(44) [ Compare Now ](https://www.g2.com/compare/anomalo-vs-dqlabs) ##### ##### DQLabs Features Functionality Identification Correction Normalization Management Reporting Automation Quality Audits [ View More Features ](https://www.g2.com/products/dqlabs/features) ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Master Data Management (MDM)](https://www.g2.com/categories/master-data-management-mdm)[Data Observability](https://www.g2.com/categories/data-observability) [Data Quality](https://www.g2.com/categories/data-quality)[Master Data Management (MDM)](https://www.g2.com/categories/master-data-management-mdm)[Data Observability](https://www.g2.com/categories/data-observability)[Machine Learning Data Catalog](https://www.g2.com/categories/machine-learning-data-catalog) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What is the best software for handling sales rep commissions](https://www.g2.com/discussions/what-is-the-best-software-for-handling-sales-rep-commissions)[Which mobility consulting firms provide risk assessment and vendor selection support for organisations in highly regulated industries?](https://www.g2.com/discussions/which-mobility-consulting-firms-provide-risk-assessment-and-vendor-selection-support-for-organisations-in-highly-regulated-industries)[For organizations with a mix of cloud and on-prem resources, how does JumpCloud specifically bridge the gap between these environments for identity and access management without requiring complex network configurations?](https://www.g2.com/discussions/for-organizations-with-a-mix-of-cloud-and-on-prem-resources-how-does-jumpcloud-specifically-bridge-the-gap-between-these-environments-for-identity-and-access-management-without-requiring-complex-network-configurations) [Which meeting room booking system offers the most intuitive interface?](https://www.g2.com/discussions/which-meeting-room-booking-system-offers-the-most-intuitive-interface)[Which payment analytics platforms are highest rated for companies recovering lost revenue from payment failures?](https://www.g2.com/discussions/which-payment-analytics-platforms-are-highest-rated-for-companies-recovering-lost-revenue-from-payment-failures)[Pros and Cons Details](https://www.g2.com/products/dqlabs/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)