--- title: Qualytics Reviews meta_title: 'Qualytics Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 11 reviews by the users' company size, role or industry to find out how Qualytics works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 11 scale: '5' date_modified: '2026-06-24' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Qualytics Reviews **Vendor:** Qualytics **Category:** [Data Quality Tools](https://www.g2.com/categories/data-quality) **Average Rating:** 4.8/5.0 **Total Reviews:** 11 ## About Qualytics Qualytics is the data control layer for trusted context. The platform combines AI-augmented data quality with human governance to validate data before it's used, delivering governed signals as controls across analytics, applications, copilots, and agents. This platform is particularly beneficial for businesses that rely on data-driven decision-making and need to maintain high data-integrity standards across departments. The target audience for Qualytics includes data leaders and business intelligence professionals who require a seamless integration of data quality processes into their workflows. With its automated approach, Qualytics allows users to focus on strategic initiatives rather than spending excessive time on manual data quality checks. This is especially valuable in environments where data is constantly changing and accurate, timely information is critical for operational success. Key features of Qualytics include automating 95% of data quality rules, significantly reducing the manual effort required to maintain data integrity. The platform also offers built-in governance, auditability, and security measures, ensuring that data quality processes comply with industry standards and regulations. This comprehensive approach not only enhances the reliability of data but also fosters collaboration between technical and business users, aligning their goals and improving overall data management practices. By delivering reliable data, Qualytics enables organizations to make faster, more informed decisions and prepares them for the demands of AI. The platform's proactive nature helps businesses anticipate and address potential data quality issues before they escalate, ultimately improving operational efficiency and outcomes. This combination of automation, governance, and collaboration distinguishes Qualytics in the data quality management space, making it a valuable asset for enterprises seeking to harness the full potential of their data. ## Qualytics Pros & Cons **What users like:** - Users praise the **exceptional customer support** of Qualytics for being responsive and helpful with inquiries. (2 reviews) - Users find the **comprehensive API for automation** enables them to perform all UI tasks efficiently. (1 reviews) - Users appreciate the **automation features** of Qualytics, which streamline data handling and enhance overall productivity. (1 reviews) - Users are impressed by the **effective data visualization** features of Qualytics, greatly enhancing their analytical capabilities. (1 reviews) - Users find Qualytics **easy to use** , appreciating its intuitive design and responsive customer support. (1 reviews) - Flexibility (1 reviews) - Insights (1 reviews) - Performance Efficiency (1 reviews) **What users dislike:** - Users feel the **poor interface design** hampers usability, especially for non-technical users seeking efficiency. (1 reviews) - Users find the **poor user experience** challenging due to the learning curve and interface issues, despite helpful support. (1 reviews) - Users find the **steep learning curve** of Qualytics challenging, requiring time to effectively learn the tool. (1 reviews) ## Qualytics Reviews ### 1. Comprehensive Data Quality Solution, Effortlessly Integrated **Rating:** 5.0/5.0 stars **Reviewed by:** L. D. | Enterprise (> 1000 emp.) **Reviewed Date:** May 05, 2026 **What do you like best about Qualytics?** I like that Qualytics allows me to proactively monitor data quality and receive alerts for critical enterprise data. It's great at early detection of data quality issues using day-over-day comparisons. I appreciate that it does everything a data quality tool should do—templates, inferred rules, full customization, and integrations—all available out of the box. As someone who's used other tools, I find it very easy to use without the need for handwritten SQL or separate observability tools. It brings everything into one place and covers all my data quality needs end-to-end. **What do you dislike about Qualytics?** N/A **What problems is Qualytics solving and how is that benefiting you?** I use Qualytics for proactive data quality monitoring and alerts. It detects issues early with day-to-day data comparisons. I love its ease of use and comprehensive features like templates, inferred rules, and full customization, all without needing separate tools or hand-written SQL. ### 2. Qualytics Unifies Our Data Quality Efforts with Fast, Responsive Product Support **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** April 22, 2026 **What do you like best about Qualytics?** We use Qualytics as our data quality program across multiple use cases and teams, with the data team and governance team working together in the same platform. The Qualytics product team responds quickly to feature requests and bug fixes, which makes it easier for us to keep improving how we use the tool. **What do you dislike about Qualytics?** Nothing at this time to give a proper answer **What problems is Qualytics solving and how is that benefiting you?** The Qualytics product team has been very responsive to our feature requests. We work closely with the team to refine our ideas and confirm whether any of the functionality already exists. If it doesn’t, our ideas gain immediate traction, and we’re given clear timelines for when they’ll be added to the product. ### 3. Easy Anomaly Detection with Phenomenal Qualytics Support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** April 23, 2026 **What do you like best about Qualytics?** There are two significant wins from using this tool for data quality: first, with minimal training, an analyst can develop anomaly-detection rules that help improve data quality; and second, the support from the Qualtyics team is phenomenal. **What do you dislike about Qualytics?** I don't have anything negative to say. If a problem arises or a feature is requested teh Qualytics team is fastto react and improve the tool as necessary. **What problems is Qualytics solving and how is that benefiting you?** Fast and easy data profining, machine learning developed anomaly detection is saving engineering time and through usage of the underwriting team we are tracking and improving data quality. ### 4. Turns Data Quality Into a Business-Driven, Measurable Discipline **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Venture Capital & Private Equity | Mid-Market (51-1000 emp.) **Reviewed Date:** May 05, 2026 **What do you like best about Qualytics?** What I value most is that turns data quality from isolated technical checks into a structured, business-driven discipline that makes data reliability measurable, owned and actionable at scale. **What do you dislike about Qualytics?** While it exposes data quality issues effectively, it can become heavy at scale and relies on external tooling for full automation and root cause analysis. **What problems is Qualytics solving and how is that benefiting you?** Qualytics solves the problem of unreliable data by systematically detecting and structuring quality issues. ### 5. Qualytics user experience **Rating:** 5.0/5.0 stars **Reviewed by:** Sabrina G. | Data governance specialist, Enterprise (> 1000 emp.) **Reviewed Date:** May 30, 2025 **What do you like best about Qualytics?** As a user of Qualytics, I am impressed by its robustness and high configurability. The tool excels in allowing the export of anomalies and provides a data preview feature that helps visualize results effectively. One of the standout features is the ability to export anomalies directly to the customer's data source, which is incredibly useful. Additionally, the support provided is exceptional, with a high rate of attendance and responsiveness. The team keeps enhancing the tool and its integrations. **What do you dislike about Qualytics?** Qualytics is robust and highly configurable, though the anomalies notifications interface could use some improvements. Additionally, it takes a bit of time to learn how to use the tool effectively. However, the support team is very helpful and assists in getting up to speed. **What problems is Qualytics solving and how is that benefiting you?** Qualytics facilitates the monitoring of pipelines and specific business data quality checks, enabling faster detection and resolution of issues before they escalate into bigger problems. ### 6. Very good tool to help ensure data quality for your data pipelines **Rating:** 4.5/5.0 stars **Reviewed by:** Cesar F. | Senior Data Eng, Mid-Market (51-1000 emp.) **Reviewed Date:** June 10, 2025 **What do you like best about Qualytics?** The API for automation is very comprehensive. Anything you can do by UI, there is also a way to be done by the API. **What do you dislike about Qualytics?** The security model, it is user-centric. It works well for most of the cases, but it would be nice to have also a support to integrations that could have a subset of the permissions(not all permissions) of the user that generated the access token for it(like Service Account in some clouds). Although, it is not a blocker, I believe if you have another service that handles the identity management Qualytics seems to be able use that to differentiate the users. **What problems is Qualytics solving and how is that benefiting you?** It is used to help automate validation of data pipelines in scale. We needed a way that we could automate the creation of Data Quality check to be able to highlight data anomalies to our users. ### 7. Valuable and Helpful Product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.) **Reviewed Date:** June 17, 2025 **What do you like best about Qualytics?** I began using it a month and a half ago and I feel that it is intuitive. There are a lot of useful features, like being able to create custom tables and fields within tables. Furthermore, the customer support team is very responsive and helpful. **What do you dislike about Qualytics?** I think it's still a new product so there are a lot of UI enhancements that are required, especially for non-technical people, to make it easier and quicker to see and do certain things. **What problems is Qualytics solving and how is that benefiting you?** Perform data quality checks and ensure data is valid. ### 8. Great tool for Data Quality Management **Rating:** 5.0/5.0 stars **Reviewed by:** Francisco M. | Director of Data Engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** June 06, 2024 **What do you like best about Qualytics?** - Very easy for business users to create their own quality rules with just a few clicks. - Integration with databricks is seamless. - Allows for all the common data quality tasks such as profiling operations, scanning operations, quality checks, and quality check suggestions. - More advanced quality checks such cross-table validations are also supported. - Good API integration support which makes possible the integration with orchestrators like Airflow. For us it checked all the boxes of what we were expecting of a data quality management tool. **What do you dislike about Qualytics?** We did not dislike anything in particular of Qualitycs, one area of improvement could be to have some sort of native integration to Airflow and other orchestrators, but API integration makes that possible in any case. **What problems is Qualytics solving and how is that benefiting you?** Qualytics is a data quality management tool that simplifies the profiling of data in our data lake and the setup of quality rules to ensure the data delivered by our engineering team meets high standards. At metadata, We are currently focusing to ensure the quality and accuracy of the data we receive from various sources, which is crucial for providing reliable information to our users. Qualytics met all our criteria, offering not only a comprehensive set of features but also exceptional usability. ### 9. A Refreshing Partnership: Achieving Data Quality with Qualytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** June 06, 2024 **What do you like best about Qualytics?** Working with Qualytics has been a breath of fresh air. They are an amazing team to work with and extremely focused on helping companies implement Data Quality. Their approach is process oriented, which is where you succeed with Data Quality, and their tooling supports secure, cost effective approach that any size of company can get behind. Implementation and upgrades are well tested and easy to execute. The team is dedicated to amazing customer support. From the beginning they were there to listen and to walk with us through the process. In short, I wish all software vendors were like Qualytics. **What do you dislike about Qualytics?** Today they are a small company and doing their best to partner with thier customers. We've had to be a bit patient on development requests, but they continue deliver extremely well. They are also working to get some of their training in self-serve bundles, which will be great when they do. **What problems is Qualytics solving and how is that benefiting you?** We have easily over 1000 data pipelines that need monitored as data hits the data base for SLA requirements and we need to identify that the data which is in the DB meets expectations. Monitoring all those pipeliens and managing them for quality is a struggle for any company. Leveraging Qualytics we can automate that process and bring transparency and accountability to the right teams at the right time. Data Governance is not an easy thing, but with Qualytics it makes easier. ### 10. Intuitive and powerful **Rating:** 5.0/5.0 stars **Reviewed by:** Renee C. | Global Data Quality Lead at Revantage, Mid-Market (51-1000 emp.) **Reviewed Date:** March 06, 2024 **What do you like best about Qualytics?** Intuitive interface, powerful ML to create immediate data quality checks. Easy to create new rules, monitor data health. Extremely responsive dev team. New features arrive at lightening speed. Implementation takes 20 minutes or less. **What do you dislike about Qualytics?** Some of the operational aspects of DQ are not yet incorporated. **What problems is Qualytics solving and how is that benefiting you?** We had no good way to create and monitor the kind of business-level DQ that our constituents are most interested in. Qualytics solved that problem, and is now being distributed throughout the ecosphere. ### 11. Great tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Real Estate | Enterprise (> 1000 emp.) **Reviewed Date:** July 16, 2024 **What do you like best about Qualytics?** Really intuitive and user friendly data observability, quality and remediation tool **What do you dislike about Qualytics?** Nothing. It's great! There are minor things to be desired, but the product team is very responsive and takes all suggestions into consideration. **What problems is Qualytics solving and how is that benefiting you?** Data reconciliation at some departments within my company is extremely manual. Qualytics has countless features and functionalities that make this process seamless and efficient. - [View Qualytics pricing details and edition comparison](https://www.g2.com/products/qualytics/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-26+12%3A06%3A10+-0500&secure%5Bsession_id%5D=655ebd04-5149-488c-a0df-e6f7be34b813&secure%5Btoken%5D=ee25f0a3ed35fa1aa0fd77d9b3c29dff3f4110e13b06b9157c6cd1e24c8e36f7&format=llm_user) ## Qualytics Integrations - [Alation](https://www.g2.com/products/alation/reviews) - [Atlan](https://www.g2.com/products/atlan/reviews) - [Collibra](https://www.g2.com/products/collibra/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [DataHub](https://www.g2.com/products/datahub/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [Oracle Database](https://www.g2.com/products/oracle-database/reviews) - [PagerDuty](https://www.g2.com/products/pagerduty/reviews) - [PowerBI for PureCloud](https://www.g2.com/products/powerbi-for-purecloud/reviews) - [ServiceNow Connector](https://www.g2.com/products/servicenow-connector/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) ## Qualytics Features **Functionality** - Identification - Correction - Normalization - Preventative Cleaning - Data Matching **Management** - Reporting - Automation - Quality Audits - Dashboard - Governance **Generative AI** - AI Text Generation - AI Text Summarization ## Top Qualytics Alternatives - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) - 4.4/5.0 (1,941 reviews) - [Planhat](https://www.g2.com/products/planhat/reviews) - 4.5/5.0 (923 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - 4.3/5.0 (758 reviews)