Best Data Validation Tools for Windows of 2025

QuerySurge is the smart Data Testing solution that automates the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Applications with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Big Data (Hadoop & NoSQL) Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise Application/ERP Testing Features Supported Technologies - 200+ data stores are supported QuerySurge Projects - multi-project support Data Analytics Dashboard - provides insight into your data Query Wizard - no programming required Design Library - take total control of your custom test desig BI Tester - automated business report testing Scheduling - run now, periodically or at a set time Run Dashboard - analyze test runs in real-time Reports - 100s of reports API - full RESTful API DevOps for Data - integrates into your CI/CD pipeline Test Management Integration QuerySurge will help you: - Continuously detect data issues in the delivery pipeline - Dramatically increase data validation coverage - Leverage analytics to optimize your critical data - Improve your data quality at speed

iCEDQ, a DataOps platform that allows monitoring and testing, is a DataOps platform. iCEDQ is an agile rules engine that automates ETL Testing, Data Migration Testing and Big Data Testing. It increases productivity and reduces project timelines for testing data warehouses and ETL projects. Identify data problems in your Data Warehouse, Big Data, and Data Migration Projects. The iCEDQ platform can transform your ETL or Data Warehouse Testing landscape. It automates it from end to end, allowing the user to focus on analyzing the issues and fixing them. The first edition of iCEDQ was designed to validate and test any volume of data with our in-memory engine. It can perform complex validation using SQL and Groovy. It is optimized for Data Warehouse Testing. It scales based upon the number of cores on a server and is 5X faster that the standard edition.

Astera Centerprise, a complete on-premise data management solution, helps to extract, transform profile, cleanse, clean, and integrate data from different sources in a code-free, drag and drop environment. This software is specifically designed for enterprise-level data integration and is used by Fortune 500 companies like Wells Fargo and Xerox, HP, as well as other large corporations such as Xerox, HP, HP, and many others. Enterprises can quickly access accurate, consolidated data to support their day-today decision-making at lightning speed through process orchestration, workflow automation and job scheduling.

You can control your data, increase your reach, improve processes, and grow your revenue. Statgraphics is the solution. But it's much more. Statgraphics makes it easy! Our intuitive interface is unrivalled in power and sophistication, but it's also easy to use. Statgraphics 18®, our latest version, has the ability to process millions more rows of data, 260 advanced routines, an R interface, and many other features. Data science is essential to the success of today's business environment. Your business owes it to take a look. Statgraphics was the first program to adapt to the PC and integrate graphics into statistical procedures. It also created point-by-point assistance tools, as well as many other innovative features that will simplify your work. Statgraphics was ahead of the rest in providing innovative features, while others were playing catch-up.

Ataccama is a revolutionary way to manage data and create enterprise value. Ataccama unifies Data Governance, Data Quality and Master Data Management into one AI-powered fabric that can be used in hybrid and cloud environments. This gives your business and data teams unprecedented speed and security while ensuring trust, security and governance of your data.

OpenRefine, which was formerly known as Google Refine, serves as an exceptional resource for managing chaotic data by enabling users to clean it, convert it between different formats, and enhance it with external data and web services. This tool prioritizes your privacy, as it operates exclusively on your local machine until you decide to share or collaborate with others; your data remains securely on your computer unless you choose to upload it. It functions by setting up a lightweight server on your device, allowing you to engage with it through your web browser, making data exploration of extensive datasets both straightforward and efficient. Additionally, users can discover more about OpenRefine's capabilities through instructional videos available online. Beyond cleaning your data, OpenRefine offers the ability to connect and enrich your dataset with various web services, and certain platforms even permit the uploading of your refined data to central repositories like Wikidata. Furthermore, a continually expanding selection of extensions and plugins is accessible on the OpenRefine wiki, enhancing its versatility and functionality for users. These features make OpenRefine an invaluable asset for anyone looking to manage and utilize complex datasets effectively.

For the first time, it is now possible to capture and retain data attributes such as meaning, usage, lineage, alignment with business outcomes, and ownership, which are often lost after each project, transforming them into valuable knowledge. These essential attributes can be reused effectively to enhance strategic business initiatives that rely on reliable data. By reusing data, you can achieve your objectives more swiftly. Take advantage of the hidden potential within your data to drive success. Unlocking data's potential in relation to your business context can be a game changer. Many of your projects demand similar insights and comprehension of your data, leading to the constant re-creation of the same information. Syniti can provide this critical knowledge at a significantly reduced cost and with improved precision. Rather than discarding your insights, consider unlocking and reapplying the knowledge embedded in your data. By preserving this knowledge, you create a valuable resource for future projects and insights. This approach not only saves time but also enhances overall business intelligence.

Alteryx AI Platform will help you enter a new age of analytics. Empower your organization through automated data preparation, AI powered analytics, and accessible machine learning - all with embedded governance. Welcome to a future of data-driven decision making for every user, team and step. Empower your team with an intuitive, easy-to-use user experience that allows everyone to create analytical solutions that improve productivity and efficiency. Create an analytics culture using an end-toend cloud analytics platform. Data can be transformed into insights through self-service data preparation, machine learning and AI generated insights. Security standards and certifications are the best way to reduce risk and ensure that your data is protected. Open API standards allow you to connect with your data and applications.

Tamr offers a cutting-edge data mastering platform that combines machine learning and human input to eliminate data silos, ensuring continuous data cleansing and accurate information flow throughout your organization. Collaborating with top companies globally, Tamr addresses significant data-related challenges they face. Resolve issues such as duplicate entries and inaccuracies to gain a comprehensive understanding of your data, encompassing everything from customers to products and suppliers. This advanced data mastering solution not only streamlines the integration of machine learning and human expertise but also facilitates delivering reliable data that informs business decisions effectively. By providing clean data to analytics and operational systems, it reduces the effort required by up to 80% compared to conventional methods. Tamr empowers financial institutions to maintain a data-driven approach and enhance their business results, while also assisting public sector organizations in achieving their mission goals faster by minimizing manual processes associated with data entity resolution. Ultimately, Tamr’s platform fosters a more efficient data landscape, driving innovation and improved decision-making across various sectors.

WhiteSpace offers innovative business integration solutions utilizing our proprietary Skimmer Technology. This technology leverages desktop automation capabilities inherent in the Microsoft Office suite, alongside advanced data mining and extraction methods, to enhance data quality from various sources. The processed data is then transformed into analytical outputs, which can be delivered through MS Excel, MS Word, MS Outlook, or even as web-based content. Many organizational challenges align perfectly with the advantages of Business Integration Solutions. By adopting the Skimmer Technology framework, integration projects benefit from enhanced tools and methodologies. This approach not only mitigates risks significantly but also accelerates the realization of returns. The initial phase of any integration endeavor should focus on the validation of data and reporting processes, as most manual reports lack thorough verification; Skimmers ensure the validation of these reports. Additionally, Skimmers fortify operational processes, thereby reducing the occurrence of variances introduced manually. Ultimately, the implementation of Skimmer Technology fosters a more reliable and efficient integration environment.