Best Test Data Management Tools of 2024

CSRNG stands to "Cryptographically Secure Random Number Generator". It says it all! CSRNG Lite is easy to use, well-documented, fast, and convenient. It provides you with a NIST certified random number generator that will provide random numbers for your applications. This can be used for cryptography, gambling apps, research, statistics and academics. To change the scope of our number generator, you can modify the query URL's min and max values. We offer a customizable API that you can subscribe to for more complex, live websites or custom needs. All professional features of CSRNG, plus the ability to store random number requests for later reference. Our query API returns results in exactly the same format as the random numbers generator API, so you can reuse stored data later. You can also request unique numbers within a specific scope. This is ideal for statisticians, survey companies, gambling websites and other statisticians.

As enterprise data explodes and is scattered across multiple systems, the oversight of privacy, data security and governance has become a very difficult task. Businesses are exposed to significant risks, including data breaches, privacy suits, and penalties. It takes months to find data privacy risks within an organization. A team of data engineers is involved in the effort. Data breaches and privacy legislation are forcing companies to better understand who has access to data and how it is used. Enterprise data is complex. Even if a team works for months to isolate data privacy risks, they may not be able to quickly find ways to reduce them.

Integrate with existing toolchain to automate self-service provisioning, refresh enterprise workloads, and integrate with existing tools. Through a rich set APIs and automation, data scientists can achieve high-performance data delivery and re-use. Any cloud data can be recovered at any time, at any scale, and beyond legacy solutions. Reduce the business impact of ransomware and cyber attacks by quickly recovering with immutable backups. Unified platform to protect, secure, keep, govern, and recover your data whether it is on-premises or cloud. Actifio's patented software platform turns data silos into data pipelines. Virtual Data Pipeline (VDP), provides full-stack data management - hybrid, on-premises, or multi-cloud -- from rich application integration, SLA based orchestration, flexible movement, data immutability, security, and SLA-based orchestration.

HCL OneTest offers software testing tools to support a DevOps strategy: API testing, functional and UI testing, performance testing, and service virtualization. It allows you to automate and run tests faster and more often to find errors sooner, which is when they are cheaper to fix. HCL also offers a bundled offering that can be used under a new consumption model. This will change the way you use and deploy DevOps Software. This new offering simplifies your planning for the adoption and growth critical DevOps products.

You can find, create, manage, and distribute test data to your entire team. Test Data Manager assists you in addressing data privacy and compliance issues that relate to compliance regulations and corporate mandates. TDM Discovery and Profiling allows you to identify personally identifiable information (PII), across multiple data sources. A heat map displays PII data, and classifies it according the severity level. Compliance officers and test data engineers can review the Data and tag it for further mitigation. To demonstrate compliance, comprehensive reports can be created in PDF format. Test Data Manager allows you to address compliance and data privacy issues that relate to compliance regulations and corporate mandates. TDM Discovery and Profiling allows you to identify personally identifiable information (PII), across multiple data sources. A heat map displays PII data, and classifies it according severity levels.

BMC Compuware offers a complete Test Data Management solution that includes the expertise, technology, and best practices required to support an enterprise-wide data protection and optimization program. A TDM solution can help organizations reduce their risk of exposure, increase productivity, reduce test data footprint, and lower the cost of managing data. One of the key components of the solution is the BMC Compuware Test Data Management best practice. It provides the guidelines to help you build or improve the process of creating secure data environments that support IT functions such as data delivery and testing. It allows for right-sized and desensitized data on-demand. This solution addresses the many technical, organizational, and political issues associated with protecting proprietary information.

Tonic automatically creates mock datasets that preserve key characteristics of secure data sets so that data scientists, developers, and salespeople can work efficiently without revealing their identities. Tonic creates safe, de-identified data from your production data. Tonic models your production data from your production data to help tell a similar story in your testing environments. Safe and useful data that is scaled to match your real-world data. Safely share data across businesses, teams, and borders to create data that is identical to your production data. PII/PHI identification and obfuscation. Protect your sensitive data by proactive protection with automatic scanning, alerts and de-identification. Advanced subsetting across diverse database types. Fully automated collaboration, compliance, and data workflows.

Organizations can support their business goals by managing data well over its life span. Decommissioned applications and historical transaction records can be archived. However, you will still have access to the data for queries and reporting. You can scale data across applications, operating systems, and hardware platforms to improve security, speed up release cycles, and reduce costs. Data archiving is critical to the performance of mission-critical enterprise systems. Reduce data growth issues at the source, increase efficiency, and minimize the risks associated managing structured data throughout its life. Unstructured data can be protected in the testing, development, and analytics environments throughout an enterprise.

Service Virtualization allows you to simulate the behavior of constrained systems and increase reliability and speed. What happens if the API, micro-service or mainframe you want to test against is not available? Service virtualization allows DevOps to test across the entire application development and delivery chain with a chain API testing capabilities that is automated and easy-to-maintain. This saves time and effort. Our solution can virtualize APIs and drive API testing at any layer, even for isolated systems. Service Virtualization removes all constraints by creating simulations for the systems that are needed and making them available throughout software development. Parallel work is possible between developers, testers, performance teams, and other personnel. This results in faster delivery, lower costs and better quality software applications.

Micro Focus Data Express manages the test environment. It improves test results, lowers testing costs, secures customer data from misuse or loss, and allows for faster delivery and compliance with privacy laws. Data Express automates the creation of test data environments. This reduces the time taken by up to 80%. Test data can be protected from unauthorized use by hiding sensitive information. This allows it to retain its value for testing and keeps it safe. Data Express is a single repository for test data knowledge. It provides a wealth of management tools that allow test managers to control the repeated generation test data.

Standardizing testing and data management across a company or division can be complex and time-consuming. Many organizations conduct data quality assurance reviews before launching a field force automation initiative or enterprise asset management initiative. This is done to ensure data integrity and support large-scale roll-outs. Doble has created a variety of data-focused solutions that can help you standardize the collection, storage, and organization of asset test data. Doble can provide high-level data governance project management supervision services to clients to strengthen good data management practices. For additional training and self-help, connect with your Doble Representative. Doble Database supports data management excellence by capturing and backing up files across the network in logical folder structures.

With over 70 functions and an expression processor, the product allows users to quickly create test data using dependencies, internal structure and relationships. The product automatically analyzes an existing database schema and resolves master detail key structure (relationships). Value Library is a predefined data set that includes names, countries and cities, currencies, companies, sectors, departments, regions, and more. Named Generators and Variables feature allow you to share data generation properties with similar columns. Intelligent schema analyzer makes your data more realistic without any additional project modifications. Data by example makes data more realistic and less time-consuming.

Have you ever needed custom-formatted test data or sample data? This script is designed to do just that. It's an open-source tool in JavaScript, PHP, and MySQL that allows you to quickly generate large volumes in a variety formats. This can be used in testing software, populating database tables, and so forth. This script provides the functionality you need. However, there are always more things than one - you might need to generate random esoteric mathematical equations, pull random Twitter tweets, or display random images from Flickr that include the word "Red-backed Vole" in their title. We don't know. Every use-case is unique.

Accuracy in test data is key to application development and testing quality. This is why most application development teams insist that test data be populated frequently from production databases. A Test Data Management (TDM), program may have six to eight full copies/clones of the production database to use as development and test instances. Provisioning test data without proper automation is inefficient, time-consuming, and storage-intensive. It could also expose sensitive data to unauthorized personnel, leading to compliance risks. Cloning creates a data governance problem and a resource drain. Test and development databases can also be not updated regularly enough, leading to inaccurate test results and even failures. The cost of application development rises as errors are discovered later in the development cycle.

The Solix Enterprise Database Management Suite (Solix EDM) brings together all the tools necessary for an effective Information Lifecycle Management program (ILM). The platform provides industry-leading database archiving and test data management, as well as data masking and application retirement solutions. Solix EDMS was designed to reduce costs, improve application performance, availability, and meet compliance goals. It provides universal access to all archived information for business users via full-text search and structured SQL queries, forms, reports, and forms. Solix EDMS allows you to quickly identify historical data that is not frequently accessed from production applications and then'move' it into a secure archive with data integrity, access and preservation. Retention management stores archived data for a specified period of time and purges it automatically or manually if the data retention policy is met.

Visualize large numbers of data objects, understand their relationships and tune related data extracts for optimal test data. Comparing files on different LPARs allows you to quickly and easily assess the impact of your changes. Developers and testers can simplify the complex task of managing and preparing data for testing. This allows them to perform data-related tasks without having to write programs or scripts, code SQL or use multiple utilities. Developers, analysts, and test engineers can be more self-sufficient by enabling them to provision data as needed, decreasing reliance on subject matter specialists. Better testing scenarios can improve application quality, making it easier to create data extracts for testing purposes and accurately identifying the effects of data changes.

Techarcis is a trusted partner that companies rely on for software solutions and quality assurance software testing. Our expertise in software quality testing and quality engineering allows us to help our clients accelerate the rollout of their products and software, increase brand recognition, and increase their revenue and profitability. In today's highly competitive business environment, where customers expect and demand constant change, speed and quality are key factors for success. Businesses are choosing Agile and DevOps to quickly respond to market shifts and stay ahead of their competitors. This scenario makes it seem like testing is still a domain that developers or business analysts can handle, but it's not. Although testing is still a highly skilled skill that requires domain and technical expertise, the role of testers has changed.

Privacy engineering tools delivered as APIs. In minutes, you can synthesize and transform data. Trust your users and the community. Gretel's APIs allow you to instantly create anonymized or synthetic data sets so that you can safely work with data while protecting your privacy. Access to data must be faster in order to keep up with the development pace. Gretel's data privacy tools bypass blockers, and allow for Machine Learning and AI applications to access data faster. Gretel Cloud runners makes it easy to scale up your workloads to the cloud or keep your data safe by running Gretel containers within your own environment. Developers will find it much easier to train and create synthetic data using our cloud GPUs. Scale workloads instantly with no infrastructure required. Invite colleagues to collaborate on cloud projects, and share data between teams.

Qlik Gold Client increases the efficiency, security, and cost of managing SAP test data. Qlik Gold Client eliminates development workarounds by allowing you to easily move configuration, master, or transactional data subsets into test environments. Rapidly create, copy and synchronize transactional information from production to nonproduction targets. Non-production data can be identified, selected, and deleted. A simple interface allows you to manage complex and powerful data transformations. Automate data selection and allow hands-free refresh cycles of test data, reducing the time and effort required for test data management. Qlik Gold Client offers several options to protect PII information in non-production environments through data masking. Data masking is a set of rules that "scrambles" your production data when it is replicated to non-production environments.

Application for Automated Software Quality Control GxQuality™, which provides end-to–end quality assurance, leverages automation to generate test scenarios. This data validates project test results using CI/CD, CV. This solution provides traceability to test conditions and test results with the availability of managed services by onshore and offshore teams. We offer comprehensive enterprise-wide testing solutions, including DevOps and CV, as well as release management solutions.

You alone have complete control over the encryption. All Systems - One solution. The patented template concept allows you to use the eperi® Gateway to protect your data for all of your (cloud-based) applications. The eperi®, Gateway allows your employees to continue working normally while it encrypts the data transparently, preserving the central functions (such as sorting and searching) of your applications. Cloud applications can be used while remaining compliant with financial industry regulations, such as privacy-preserving analytics. IoT is a collection of smart machines and products which collect data automatically and independently. You can protect your data and ensure compliance with the law by using encryption.

Xeotek is a powerful desktop and web application that helps companies explore and develop data streams and applications faster. Xeotek KaDeck was created for developers, business users, and operations personnel. KaDeck gives business users, developers, operations, and business users insight into data and processes. This benefits the entire team: less misunderstandings, less work, more transparency. Xeotek KaDeck gives you control over your data streams. You can save hours by getting insights at the application and data level in projects or your day-to-day operations. KaDeck makes it easy to export, filter, transform, and manage data streams. You can run JavaScript (NodeV4) code and transform & create test data. You can also view & modify consumer offsets. Manage your streams or topics, Kafka Connect instance, schema registry, ACLs, and Kafka Connect topics from one user interface.

XDM is a more efficient, faster and manageable method of copying data. It intelligently generates jobs and executes them so that Test and QA receive the data they require in a timely fashion.