Best Test Data Management Software

  • The main features of CA Test Data Manager are synthetic data generation, data masking, data subsetting, test coverage analysis, test data allocation, test data warehousing, and data virtualization. CA Virtual TDM (vTDM), an add-on feature, enhances and extends CA Test Data Manager’s capabilities by offering faster access to test data, especially when teams are conducting in-sprint testing. The use of CA vTDM reduces storage costs, as the testers can use their own copies of the test data created virtually. The customers of CA Technologies Test Data Management Software are from various sectors, including banks, financial institutions, service organizations, insurance companies, and government agencies.

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    • Enterprise
    • California, USA
    • Founded: 1961
    • $10BN to $50BN
    • 10,001 to 15,000
  • The Informatica TDM solution offers various features, such as sensitive data discovery and classification, data subsets, robust database, data security for nonproduction environments, data masking, monitoring, and compliance reporting. Informatica Test Data Management Software also improves the testing productivity, eliminates the risk of exposing sensitive data, and enhances the application quality.

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    • Enterprise
    • California, USA
    • Founded: 1993
    • $1BN to $5BN
    • 1,001 to 5,000
  • IBM Test Data Management software also offers data masking and security, making it a suitable solution for a variety of business environments. It supports diverse enterprise environments, such as custom applications, ERP solutions, and platforms including UNIX/Linux, Windows, and IBM z/OS. IBM InfoSphere Optim TDM solution assists enterprises in streamlining the TDM processes, thereby improving cost and delivery speed. Furthermore, it helps improve the quality, speeds up iterative testing tasks, and accelerates revenue generation.

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    • Enterprise
    • New York, USA
    • Founded: 1911
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • In the TDM market, Solix’s features include data discovery, data analysis, data monitoring, compliance, data provisioning, data generation, and data security (encryption/masking). The company offers a wide range of services including implementation, deployment, integration, consulting, and support. Solix primarily caters to medium-sized and large enterprises. It provides the EDMS as a standard edition and an enterprise edition. The standard edition can be downloaded free of cost whereas the enterprise edition is available in licensing and subscription models. The Solix TDM solution can be deployed on the cloud as well as on-premises environments. The TDM solution can be integrated with popular ERP solutions and custom built enterprise applications. The solution is industry agnostic and can serve various verticals, such as IT, BFSI, healthcare, government, telecom, and retail. Solix directly delivers the TDM solution to its customers via partners and third-party vendors. Solix offers prepackaged and customized masking algorithms to its customers to protect the sensitive information. It also provides product demos, proof-of-concept, and a dedicated account manager to its potential customers.

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    • Enterprise
    • 501 to 1,000
  • The SAP Test Data Migration Server provides high-speed test data management and migration software which is capable of transferring related and ideal business information from the SAP production system to development, assessment, quality guarantee, or training systems – fast and cost-efficiently. The SAP Test Data Migration Server helps organizations reduce infrastructure cost as well as space and expenses from non-productive processes.

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    • Enterprise
    • Weinheim, Germany
    • Founded: 1972
    • $10BN to $50BN
    • 75,001 to 1,00,000
  • RowGen can be easily integrated with IRI Workbench GUI that empowers developers and testers to work simultaneously. RowGen provides various features, such as database subsetting and data masking. It also generates full documentation, reduces risks and complexities from production data, and preserves referential integrity. Additionally, RowGen also provides compatibility with Eclipse, can be easily configured with relational database, offers high performance data generation and manipulation, meets the test data privacy laws, and reduces the time for learning, deployment, and project management.

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    • SME
    • Chicago, Illinois, United States
    • Founded: 1979
    • $1BN to $5BN
    • 1,001 to 5,000
  • It is compatible with various types of databases, such as DB2, Oracle, MySQL, Sybase, and PostgreSQL. The company deploys its Test Data Management software both on-premises as well as on cloud, based on the customer’s requirement. To expand its TDM product portfolio for existing and potential customers, Delphix has updated its TDM solution to version 5.0. In this version, Delphix improved the data masking capability for non-production environments to enhance the test data quality.

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    • Enterprise
    • 501 to 1,000
  • HP Test Data Management software is a lithe, influential resolution intended to reduce delays and costs related with data-driven testing. This is enabled by accelerating test data preparation using automatic data mining and masking.

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    • Enterprise
    • California, USA
    • Founded: 2015
    • $10BN to $50BN
    • 1,00,001 to 5,00,000
  • Cigniti TDM manages, protects, and enhances the quality of the test data to meet the requirements of testing teams. It provides various features, including data profiling and analysis, data governance, data provisioning, data generation, data privacy, and data environment management. Cigniti TDM provides an automated test data process and cloned data subsets, which result in faster data provisioning and reduced test cycle time.

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    • SME
    • Hyderabad, Telangana, India
    • Founded: 1998
    • $51MN to $100MN
    • 1,001 to 5,000
  • The services provide a high degree of test coverage with the right data, in the right quantity, and at the right time in non-production environments. Infosys Test Data Management Software uses in-house TDM tools and partners’ solutions to deliver data testing to its clients, which provides high traceability and smooth functioning of the business.

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    • Enterprise
    • Karnataka, India
    • Founded: 2018
    • $10BN to $50BN
    • 1,00,001 to 5,00,000
  • It can be integrated with MENTIS iDiscover to offer subsetting and with iScramble for static data masking to optimize test data sets and maintain compliance. iSubset also reduces the infrastructure cost, improves sensitive data security, and ensures flexibility and scalability.

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    • Enterprise
    • 501 to 1,000
  • Doble provides very comprehensive solution for the test data management and has developed a number of data-focused solutions to help remove physical and jobless work processes allowing the user to regulate the collection, storage and organization of quality test data. It standardize the testing process and respective data management which is time efficient and simple.

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    • Enterprise
    • Founded: 2018
    • 501 to 1,000
  • It automatically enables users to compare the differences between 2 sets of database tables and schemas. It also provides subsets of data and facilitates consistent access to data across multiple environments. The File-AID/EX tool authorizes access to multiple data types for both mainframe and distributed landscapes for data masking and test data management. The data privacy feature in File-AID/EX can help identify and mask sensitive data. File-AID/EX is categorized into 3 editions: File-AD/EX Client Edition, File-AD/EX Server Edition, and File-AD/EX Enterprise Edition.

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    • Enterprise
    • 501 to 1,000
  • The Capgemini and Sogeti Test Data Management service provides solutions for key testing challenges. It minimizes the overall cost of testing software by using subsets of the data that can be used again for the test. It also ensures that the quality of the testing does not deteriorate. The service ensures that testing is undertaken for all the possible risks and test cases. The benefits of data masking are also offered along with this service.

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    • Enterprise
    • Paris, France
    • Founded: 1967
    • $10BN to $50BN
    • 1,00,001 to 5,00,000
  • SQS known as Expleo works as strategic partner for its clients and helps them to create a better quality environment in which all the features of products, systems and processes are mentioned. It also helps in redefining the quality management process, methods and SOP’s and provide the certification. Expertise in formulating a quality management strategy and bring independent, third party governance that mitigates risk.

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    • Enterprise
    • 501 to 1,000
  • Actifio software delivers an accessible, enterprise-grade Copy Data Management (CDM) solution for very large databases. It enables database copies proficiently and strongly in any public cloud or on-premises using any storage. It eases the DBA load, upsurging efficiency and helping concentrate on business-oriented tasks that are of greater importance.

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    • Enterprise
    • Waltham, Massachusetts, United States
    • 51 to 100
  • TDMaxim enables test data management practices and Informatica’s TDM software with the finest practices, and determining, subsetting, and concealing subtle test data. Demanding reusability of test data enables TDMaxim lessen test data provisioning times by approximately 95% and overall test cycle time by 33%.

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    • Enterprise
    • New Jersey, USA
    • Founded: 1994
    • $10BN to $50BN
    • 1,00,001 to 5,00,000
  • Wipro’s On Demand Test Environment generates endwise testing abilities built on business requirements, strict performance, and SLA requirements. The solution comprises infra sizing and app profiling, Test Data Management, Non-functional validation and monitoring, promising clients of condensed implementation time, and structure flexibility.

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    • Enterprise
    • Karnataka, India
    • Founded: 1945
    • $5BN to $10BN
    • 1,00,001 to 5,00,000
  • The platform created by GenRocket generates Real-Time Synthetic Test Data based on the users’ complex data models. This test data is complete, highly accurate, representative, and highly secured in high volume and on demand. Synthetic Test Data is better than Production Test Data and the engine provides it 100% quicker than traditional Test Data, at 10% of the cost of a Conventional TDM. It is easy to learn, integrate, operate, and adapt.

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    • Startup
    • Ojai, California, US
    • Founded: 2012
    • Below $10 MN
    • 501 to 1,000
  • Its products are used by both midsized and large enterprises. DATPROF provides professional, business, and enterprise licenses, and all 3 have different licensing costs and usage. The company offers support systems that are designed in cooperation with the clients. It provides both on-site as well as remote support to its users.

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    • Enterprise
    • 501 to 1,000
  • Complex data transformation workflows are implemented using BizDataX Designer, an add-in to the Microsoft Visual Studio Workflow Editor. Its additional features include the Test Data Self Service module, which links test cases with the relevant test data; the Sensitive Data Discovery module, which helps clients search for sensitive data and remain compliant with the industry regulations, such as GDPR, PCI-DSS, and DSG; and the Reporting module. With the help of these modules, BizDataX provides test data, which is both cost-effective and relevant in terms of data quality, quantity, and consistency, for testing environments. It supports various data repositories, such as DB2, Oracle, Sybase, SQL Server, PostgreSQL, TXT files, XML files, CSV files, and relational DB via .NET, OLE DB, and ODBC.

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    • Startup
    • Zagreb, Croatia
    • Founded: 1992
    • Below $10 MN
    • 51 to 100
  • The test data management solution works as a shield for highly sensitive data used for testing purposes. It prevents jeopardizing data cycles. The test data management solution addresses: Simulating real user interaction with the application, simulating exceptional scenarios, and generating real-time load on the system during non-functional testing.

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    • Enterprise
    • 501 to 1,000
  • The products support test automation, manual testing, user acceptance testing, mobile testing, Application Quality Management (AQM), TDM, agile testing, incident capture, and service-oriented architecture. Original Software delivers its solutions to reduce risks, time, cost, and resources. Moreover, the company offers various services, such as consulting, training, and support.

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    • Enterprise
    • Basingstoke, UK
    • Founded: 1997
    • 51 to 100
  • TechArcis TDM and TEM services help organizations reduce manual errors and efforts, which in turn, benefit the organization. These services also help with service virtualization for actual formation and administration of Test Data. The services reduce the testing costs which facilitate quicker disaster recovery along with ease in the management and deployment of the test data.

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    • Enterprise
    • Cumming, Georgia, US
    • 51 to 100
  • Zephyr Standalone is a strong test data management software which is autonomously outside the Atlassian ecosystem. The solution provides real-time Jira Integration. It transforms the organization’s procedures to produce high-quality software. The solution helps organizations take decisions globally by using real-time integrated data. Some of the basic benefits offered are - getting to the market faster, reducing risk, accelerating time to revenue, and future-proof test management investment. Measuring, analyzing, sharing, and elevating visibility across the organization are some of the features of the solution.

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    • Startup
    • Annapolis, Maryland, US
    • Founded: 2003
    • Below $10 MN
    • 51 to 100
  • DEM provides a combined platform for gathering, storing, querying, and analyzing a significant amount of data of the body-worn camera through which the user can build a significantly large data management system. Detailed analysis of the data helps users understand trends and the manner in which the data is distributed (normal or asymmetrical) on the basis of the volume of data.

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    • Enterprise
    • 501 to 1,000
  • PremierOne Records streamlines the apprehension, storing, safeguarding, and holding of operational and other technical data with a single source for advanced safety, analytics, and information sharing. It generates additional custom modules without the need for significant expenditure or upgrade charges. It easily modifies data entry to match business procedures, resulting in retrievable, accessible, and sharable data across various agencies and jurisdictions.

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    • Enterprise
    • Illinois, USA
    • Founded: 2011
    • $5BN to $10BN
    • 10,001 to 15,000

EVALUATION CRITERIA

Below criteria are most commonly used for comparing Test Data Management Software tools.
3.59
3.36
3.24
  • Breadth and Depth of Product Offerings

    • Solutions Offered

    • licenses

    • Services Offered

      Implementation | Deployment and Integration | Consulting | Support | Training And Education | Other Services |
    • Number of Customers Catered

      Large Enterprises | Small Businesses | Medium level Business |
    • Applications Offered

      Data Analysis | Data Subsetting | Data Provisioning | Data Generation | Data Security and Compliance | Data Masking | Other Applications |
  • Product Features and Functionality

    • Number of Platforms

      Cloud | Mobile | Laptop/Desktop | Others |
    • Integration

      Hardware integration | Solution/Platform Integration | Others, please specify |
  • Product Differentiation and Impact on Customer Value

    • Industry Verticals

      IT | BFSI | Healthcare | Telecom | Government | Retail | Other verticals |
    • Deployment Model

      On-Premise | Hosted / On-Cloud |
    • Delivery Models

      Directly | Through Partners / Third-Party Vendors |
    • Delivery Mode for Client Location

      Full Time Equivalent | Subscription / Licensing | Per User / Device Basis |
  • Product Quality and Reliability

    • Level of Support

    • Support Services

      Technical Support | Customer Support | Sales support | Other support services |
    • Pre Sales Support

      Software Requirement Specification (SRS) | Product Demos | Proof of Concept | Dedicated Account Manager (DAM) |
    • Channel for Delivery of Support Services

      On-Site Support | Remote Support |
  • Geographic Footprint

    • Direct Presence - North America

    • Direct Presence - Europe

    • Direct Presence - Asia-Pacific

    • Direct Presence - Middle East and Africa

    • Direct Presence - Latin America

    • Sales Office - North America

    • Sales Office - Europe

    • Sales Office - Asia-Pacific

    • Sales Office - Middle East and Africa

    • Sales Office - Latin America

    • Channel Partners - North America

    • Channel Partners - Europe

    • Channel Partners - Asia-Pacific

    • Channel Partners - Middle East and Africa

    • Channel Partners - Latin America

  • Channel Strategy and Fit

    • Distibutors Landscape

    • Partner Ecosystem

      Distributors | System Integrators | Value Added Resellers (VAR) | Consultants | Others please specify |
  • Vision Alignment

    • Latest Revenue

    • R&D Spend

    • Region Revenue split

      North America | Europe | Asia-Pacific | Middle East and Africa | Latin America |
  • Effectiveness of Organic Growth Strategy

    • Joint Ventures

    • Partnership and Collaborations

    • New Solutions Launched (Last 5 years)

    • Number of Patents

  • Total Funding Amount

  • Revenue

  • Funding Status

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