AI Test Automation Tools to Look Out for in 2022

 

The need for Intelligent Testing Tools

At a time when releases need to be smarter and faster, Intelligent Test Automation is one of the most influential factors in today’s go-digital and cloud-first market. And the usage of Artificial Intelligence and Machine Learning is a game-changer in the automated testing industry.

With innumerable innovative tools in the market, digital transformation is at an all time high and is exponentially evolving at warp speed. These innovative tools help you to incorporate AI into application testing across domains and industries.

Can AI tangibly provide value for businesses? Absolutely, Yes!

AI is finally starting to deliver real-life business benefits. Healthcare is able to deliver better patient care. The financial sector can deliver quality products while safeguarding sensitive and confidential financial records. The defence sectors conform to compliance and the highest software quality with automated intelligent testing and analytics. The AI tools can help you automate repetitive, mundane tasks, improve efficiency across the software delivery pipeline along with the real-time decision making capability.

Stay Updated on the current Trends

The Part 1 of this article covered the following current trends in AI testing that help deliver the business needs along with the delivery of flawless applications and an enhanced user experience. And to know more about these trends in detail along with our estimate of the impact of using AI in the near term, refer to the whitepaper on the software testing trends forecast and euphoria around Artificial Intelligence – Hype versus Reality.

1. Model Based Testing
2. Test Insight 
3. Defect Prediction
4. Test Data Generation 
5. Test Optimization
6. Self Healing
7. API Testing
8. Exploratory Testing

In this article, we list – in no particular order – the top 6 Intelligent Automation Testing providers that are leading the market by providing innovative AI and ML powered tools. Before we dive into the tools, let’s take a quick look at the parameters you need to consider for selecting a tool.

Criteria for selecting the Best Intelligent Automation tool for You

While testing a specific project, a team faces many challenges in manual testing or with their current software testing tool, so there is a need for an automation tool that fulfills the team’s requirements. To evaluate a good fitness tool for your team, you need to understand your business objective, the differences in solutions offered by each tool, and what’s the best fit.

Here is a list of evaluation criteria that you can follow to choose the best automation tool –

1. Ease of implementation and Usability –  Is the tool easy to navigate and use by the team?
2. Scalability – Does the tool have demonstrated the capability of scaling and delivering – based on team size, the scope of testing, domain, and the application complexity level?
3. Speed of execution – Does the tool have the capacity to self-learn and accelerate various testing tasks?
4. Cross-platform and cross-device support – Can the tool provide support to Web, Desktop & Mobile applications for test automation?
5. Cross Browser Testing: Can the tool support Cross browser testing as it’s a mandatory requirement in today’s digitally enabled world?
6. Documentation and Audit-ready artifacts – Does it have a documentation process with easily exportable testing artifacts?
7. Real-time Reports and Dashboards – Can you get instant reporting and analysis to help reduce the feedback loop between developers and testers?
8. Pricing – Pricing is also an essential factor to be considered.

The Top 6 Intelligent Automation Tools for You!

Although AI technologies have advanced significantly in recent years, very few teams have adopted them. Based on research, we have compiled a list of innovative AI Testing Tools to look out for going into 2022 that will surely help you.

1. Tricentis Tosca

Tricentis Tosca is a software testing tool that is used to automate end-to-end testing for software applications. It combines multiple aspects of software testing (test case design, test automation, test data design and generation, and analytics) to test GUIs and APIs from a business perspective. Its codeless, AI-powered approach accelerates innovation across your enterprise by taking the bottlenecks out of testing and the risks out of software releases. 

Tricentis Tosca features technologies for:

• GUI testing
• API testing
• Mobile testing
• Service virtualization
• Test data design and generation
• Business intelligence and data warehouse testing
• Exploratory testing

Link – https://www.tricentis.com

2. Worksoft

It provides an automation platform for test automation, business process discovery, and documentation supporting enterprise applications, including packaged and web apps. It provides an integrated test data management tool.

Main features of Worksoft are:

• Cross-platform support
• Cross-browser support
• Real Device Testing
• Dashboards, Reporting and Analytics
• API Testing
• Functional Testing

Link – https://www.worksoft.com

3. Webomates CQ

One of the most prominent and promising trends going in 2022 will be the ability to predict defects with Artificial Intelligence. That’s where Webomates’ patented AI Defect Predictor tool comes in!  You can know your defect in 20 seconds!

Along with self-healing capabilities using the new-age intelligent technologies, Webomates infuses intelligence into systems and applications across the software development lifecycle. It adopts automation solutions to support developers to operate with quality and agility. 

They have a suite of 14 AI tools for you! These tools are used in the entire life cycle right from test case estimation, test case generation and test model generation to reduce the overall set up time from months to weeks.  

Promising features of Webomates include:

• On demand Regression Testing 
• A self-service SaaS portal to test your application’s functionality
• Test management suite
• API Testing
• GUI Testing
• AI Defect Predictor to detect defects
• Test case Healing
• Real-time monitoring portal 
• Exploratory testing

Link – https://www.webomates.com

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If you are interested in learning more about Webomates’ CQ service please click here and schedule a demo or reach out to us at info@webomates.com.