Test data is a key part of developing an application. With high-quality test data, you can release the product on time and make it perform well in various circumstances. To maintain test data, teams need to use test data management as part of their strategy. This can be especially useful when dealing with large, complex projects.
The absence of test data could lead to wrong results. Therefore, your QA test management team should consider using test data management to see the desired outcome.
You will need a dedicated system where you store all this information and manage it for future tests. You should also use suitable strategies for your company and software.
In this post, we will tell you what approaches are the most effective for TDM optimization. You will also discover why Kualitee can be a strong ally in this regard.
Test Data Management – Why Do Organizations Use It?
Test data management is a process that controls all the test data existent in software testing projects. The goal is to make sure that all testing scenarios are able to gain access to the right sets of data when necessary.
To meet the testing requirements, all data must exist in the right volume and format. When testing data project management meets the right criteria, it means that the handling process was a successful one.
The requirements that test data must meet include:
- Complying with the policy and regulatory frameworks that govern the use of data
- Reflecting real-life scenarios
- Being available promptly to prevent wasting time
- Providing accessibility whenever necessary
- Making sure that all data is reliable and precise
Why Is Test Management for Data Crucial?
Using a test management tool for data is a priority for many companies. Kualitee is one of the best apps that teams can use for effective test data management. This is due to its many features, such as offering test case libraries, reusable test repositories, and customized reporting.
Now, here are some of the main reasons why this process is so important for a development team:
It Reduces Testing Time and Costs
No team wants to waste precious time. When testers and developers adopt cost- and time-efficient practices for data management, they can easily create high-quality products for less. Some teams may use automated processes for creating data and managing it. This eases everyone’s work and saves time that could be used for other tasks.
Kualitee is one of the tools that makes it easier to streamline automated testing. With this app, you can integrate both manual and automated testing into your strategy. It also reduces severe human errors.
It Maintains Data Relevance and Integrity
When teams use a defect management tool such as Kualitee for test data management, it lets them ensure data is relevant, precise, and applicable. Teams must make sure that all data simulates real-life scenarios for more accurate results. The data can look like real transaction habits and customer information. All in all, this is one of the best parts of test data management.
Kualitee is great at generating data that resembles real-life details and habits. As such, the process can lead to more valid results and reduce the odds of dealing with errors.
It Makes Test Coverage More Accurate
Data test management can lead to more diverse and accurate datasets. It is able to address a large variety of testing possibilities. Many testers use several data variations to make sure that an app acts accordingly no matter the conditions. Kualitee lets you increase test coverage, which eases the process of early issue localization.
How to Improve Test Data Management with Kualitee’s Defect Management Software?
Using the right strategies for test data management can positively influence your journey when developing your product. Kualitee can be a strong ally in this process. The defect tracking tool offers many functions that streamline the way you manage data. Let’s take a look at some strategies that will improve your test data management with the help of this program:
Gain an Understanding of Your Data
First things first, you must understand the data your project uses. Profiling information is crucial here. This is because it can tell you more about bonds between entities, sensitive details, patterns, and other details. It can also compare different aspects so you can understand how various environments are different.
Kualitee can help you quickly and easily understand all the data with the help of AI and ML. These features detect insights from larger data sets immediately and automatically. After going through this process, you will know what test data types you need. You will also see what combinations are necessary when you create realistic data sets.
Use Continuous Testing to Refresh and Synchronize
Continuous testing should be part of an effective test data management process. When you test regularly, you can locate bugs you missed the first time or that appear much later. As a result, you can fix them before they wreak any havoc.
Teams must have the tools necessary to roll back all the test data they used before. They should do this without affecting the data that other tests use. Thus, it is important to have good test data management in place that is easy to sync and update. It should also be able to refresh data for all components and stay in charge.
This is possible with Kualitee. The software provides continuous testing and gives teams and developers the chance to refresh and sync.
Use Diagrams to Understand New Code’s Performance
Agile practices are extremely common when teams use test data. In this scenario, relying on activity diagrams can come in handy. This is because diagrams make it easier to understand what certain changes or functions can do.
So, you will gain a better insight into the performance.
With Kualitee, you can gain access to diagrams that will let you define data to support using a set of scenarios or a case. Furthermore, you will be able to test each environment so that multiple individuals can use it. Kualitee lets you break tests up by location, product, or customer.
Always Prioritize Data Security
For effective test data management, you must ensure that security is a priority. Bug tracking software like Kualitee will allow you to shield your data against any dangers. Kualitee has implemented multiple practices and technologies to help you keep your data safe. It uses Secure Relational Database Services and has security groups for access controls, among other things.
That being said, using Kualitee is a good way to safeguard any precious data during the testing process.
Mask and Anonymize Data
Another good way to keep important information safe is by masking and anonymizing. The good news is that you can do this while making datasets as realistic as possible so testers can easily handle them.
Some popular practices include format-preserving tokenization and encryption. This allows the masking process while maintaining data safety throughout the testing process. This step is easy to achieve with Kualitee.
Discover and Generate the Right Test Data
You can generate the right test data with data virtualization tools. These instruments make it possible to gain access to production data without having to copy any sensitive information. Many teams also use synthetic generation, masking, or subsetting to generate test data.
What’s great about this is that it can lead to a variety of data sets that suit several testing needs.
With Kualitee, you can create large data volumes while ensuring functional testing.
Use Business Entities to Manage Test Data
Did you know that some testing teams manage test data via business entities? This is because this process makes delivery faster and easier. So, why not use this strategy yourself?
With Kualitee, you can quickly understand the requirements of the business entities for which you need test data.
Then, you can use this for a more effective test data management process. You can do this without worrying about tables, databases, source systems, and columns.
Consider Validating Data
If you want to make sure that the test data is correct, actual, and appropriate, you should consider data maintenance and validation. Through this stage, you ensure that the details meet certain criteria before they make it to the testing process. Kualitee offers you the opportunity to maintain and validate data, preparing it for testing purposes.
With the maintenance procedure, you can get rid of or update old information from tests. It’s a step that meets your system’s requirements and makes sure that all test data is relevant and represents real-life scenarios.
The Bottom Line
Effectively managing test data is crucial if you want your project to succeed. This is why you should use a defect management software such as Kualitee.
The tool lets you perform continuous testing, prioritize data security, use diagrams, generate large data volumes, and more.
Once you find the right strategies to execute data management, you can improve the effectiveness of your test processes. At the same time, you can reduce costs and time to market.
