Test Data Management Reviews and Ratings
What is Test Data Management?
Test Data Management (TDM) is the process of provisioning data for development and testing in preproduction environments. It ensures efficient, high-quality datasets while safeguarding data privacy and sensitive corporate information to meet compliance and security requirements. Modern TDM solutions leverage synthetic data generation, alongside data subsetting and masking techniques, to provide realistic yet secure test data. These solutions are widely used by software developers, QA engineers, data analysts, and IT security teams to optimize testing, maintain regulatory compliance, and enhance application reliability.
Product Listings
Filter by
Perforce empowers the world’s top DevOps teams to accelerate development without compromising quality. With a suite of solutions designed for high-stakes applications, Perforce helps companies manage complexity efficiently and eliminate bottlenecks. By optimizing the entire development lifecycle, Perforce ensures teams can achieve speed, maintain integrity, and deliver impactful digital experiences.
Informatica is a firm specializing in Enterprise Cloud Data Management which aims to allow businesses to fully utilize their most significant assets. Inventing a fresh category of software, the Informatica Intelligent Data Management Cloud (IDMC), the firm utilizes AI to manage data across multi-cloud, hybrid systems. This innovation offers modern, advanced business strategies by democratizing data. With a global reach, the company is focused on driving digital transformation powered by data. The firm's tagline is, 'Where data comes to life'.
IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.
Parasoft helps organizations continuously deliver high-quality software with its AI-powered software testing platform and automated test solutions. Supporting the embedded, enterprise, and IoT markets, Parasoft’s proven technologies reduce the time, effort, and cost of delivering secure, reliable, and compliant software by integrating everything from deep code analysis and unit testing to web UI and API testing, plus service virtualization and complete code coverage, into the delivery pipeline. Bringing all this together, Parasoft’s award-winning reporting and analytics dashboard provides a centralized view of quality, enabling organizations to deliver with confidence and succeed in today’s most strategic ecosystems and development initiatives—security, safety-critical, Agile, DevOps, and continuous testing.
DATPROF was founded in 2009 and exclusively focuses on the provision of test data management solutions. With a broad range of clients in both the Public Company and Privately Held sectors, DATPROF has an extensive track record in delivering a comprehensive software suite consisting of sensitive data discovery and remediation as well as delivering referentially intact subsets for use in the test, development, and QA processes. DATPROF is independent and uses its global partner network to bring these solutions to its customers around the world. DATPROF simplifies getting the right test data in the right place at the right time.
Tonic.ai mimics your production data to create safe, realistic, de-identified data for developers, QA, and platform/DevOps teams. Teams get the data they need quickly while achieving compliance and security. We help provision that data through ephemeral environments, output to containers, or send the data via API fitting into your CI/CD pipeline. We work with free-text, semi-structured, and tabular data!
Bitwise is a company with a quarter-century of technical expertise, concentrating on providing solutions to intricate business problems. It enables businesses to adopt next-generation technology solutions, enhancing their competitiveness in the market. The cooperation extended by Bitwise aims to enhance performance, hasten delivery times, and bolster efficiency.
Driven by an innovative and agile methodology, Bitwise harnesses unconventional methods to carve a niche and generate top-of-the-line technology solutions for industry leaders worldwide. Notably, the company has over 1600 employees working to produce results that propel businesses forward.
Mage™ specializes in providing data security and data privacy software solutions. The organization concentrates on assisting global enterprises with privacy regulation compliance, along with ensuring the privacy and security of their data. Based on a proprietary solution, the Mage platform includes privacy-enhancing technologies designed to both enhance data security and ensure individual privacy. Many businesses including those in the financial and healthcare sectors rely on this platform for data privacy and security.
Redgate offers end-to-end Database DevOps to help organizations streamline software development and get value from their data faster. Our solutions enable IT leaders, development, and operations teams to increase efficiency, reduce errors, and safeguard business-critical data.
Redgate’s portfolio of solutions helps organizations reliably solve the complex challenges of database management across the DevOps lifecycle on any database, anywhere. Our enterprise-grade suite delivers solutions for testing, deployment, automation, and monitoring, fostering reliability and security for rapid software delivery.
With 25 years’ experience, Redgate understands the complexity that today's database architects, administrators and developers face and works closely with our customers to help them solve their large-scale data problems and deliver innovation faster.
More than 200,000 people globally trust Redgate to deliver ingeniously simple software.
Solix Technologies, Inc. is a provider of information architecture and data fabric solutions that help organizations intelligently manage and process their enterprise data. Powered by Solix Common Data Platform (CDP), a multi-cloud technology platform, Solix Cloud Data Management applications include Enterprise Archiving, Enterprise Data Lake, Enterprise AI, Consumer Data Privacy, and Enterprise Content Services. Solix is headquartered in Santa Clara, California, and operates worldwide through an established network of value-added resellers (VARs) and systems integrators.
icaria Technology is focused on providing data and metadata management solutions: Data Governance (icaria DG); Test Data Management (icaria TDM); Data Privacy Rights Management (icaria GDPR).
icaria Technology solutions leverage organizational data assets, turning them into products, while complying with regulation, helping companies improve efficiency (software quality assurance), complying with regulation (right to be forgotten) and attaining control over data assets (data governance and data quality)
icaria suite solutions are based on icaria Lean Factory (MDA, Low Code Platform) so can be augmented, with no coding effort, to cover extended functional processes beyond the borders of core solutions.
icaria Technology products are brought to clients by a selected group of systems integrators and domain area specialists.
K2view is a technology company offering a data product platform for enterprises. This platform aims to provide a consolidated, trustworthy, and real-time perspective on key aspects of an enterprise's operations - from customer profiles to loan management. Applications of the platform range from customer management, test data management, data privacy, migration to the cloud, to the modernization of legacy applications. K2view's platform features expedited deployment times, scaling capabilities, and adaptability to alterations. It supports various contemporary data architectures – such as data mesh, data fabric, and data hub – and is compatible with diverse operational environments including cloud, on-premises, and hybrid settings. K2view's platform is utilized by companies requiring substantial data management solutions.
Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.
Avo Automation is a company dedicated to refining the process of software delivery through automation. The primary service it offers is a comprehensive platform that consolidates test automation and test data management, aiming to optimise software quality for all users. Avo Automation has partnerships with notable software companies such as Oracle, SAP, and Salesforce. It has a broad range of functional areas including test automation, software, mobile, and web testing among others. The formulation of seamless software using their quality assurance and management techniques is a fundamental aspect of Avo Automation. Their services are designed to serve businesses seeking perfection in digital applications.
Curiosity Software focuses on alleviating challenges related to test data management for enterprises, with the help of artificial intelligence. Their prime mission revolves around assisting organisations in handling issues associated with complexity, legacy, scalability, and regulatory compliance of their data. The company has years of experience in improving enterprise data delivery, providing a unique approach towards managing data. Curiosity Software targets primary obstacles to productivity including test data discovery, delivery, compliance, and quality. Their Enterprise Test Data platform aims to assist teams by easing their intricate application landscape and ensuring certainty and clarity throughout the data journey.
ExactData is a company that primarily creates Smart Data characterized by accuracy. This data enriches the elements involved in integrating, developing, training, and testing intricate data processing systems, while simultaneously eradicating privacy risks. The datasets produced possess features of realism, complexity, and scale, consistently carrying these traits across various data stores. Moreover, these datasets carry controlled macro statistics and pre-determined scenarios.
GenRocket specializes in synthetic test data to aid software development and testing. Through providing this service, the company aims to lessen cycle times and enhance the quality of these processes by resolving any issues arising due to insufficient test data. Its methodology is utilized by numerous organizations across sectors including banking, financial services, insurance, and healthcare.
Gretel aims to address the issue of data access for professionals such as AI scientists and data developers, ensuring speed and ease without impinging on accuracy or privacy aspects. Through Gretel's APIs, developers are able to create anonymized synthetic data, thereby maintaining privacy while accelerating innovation. The firm focuses on deriving solutions through the team of engineers, data scientists, and researchers in artificial intelligence.
MOSTLY AI is a firm that specializes in the development of technology designed for the production of high-quality, synthetic data that efficiently preserves privacy. The company offers an open-source Synthetic Data SDK alongside an enterprise platform. These tools facilitate organizations in safely accessing and sharing data, while also enabling them to derive useful insights from it.