ROI of Generative AI in Testing

Humans can manually test—but it’s time-consuming and mundane. 

AI can automate your tests—it can analyze, learn, and adapt to respond. 

Gen AI with Intelligent Testing goes a step further—it can enhance and evolve your testing based on learning from past results to improve future tests.

Understanding Gen AI in Testing

The opportunities for Generative Al across industries are countless. Many platforms are incorporating Gen AI to offer personalized recommendations across banking, OTT, shopping, e-commerce, art, or healthcare.

Gen AI has the potential to revolutionize the overall testing process—enhancing customer experience, reducing cost, increasing efficiency, and driving innovation in every process. Tools like ChatGPT can streamline tasks like defect summarization or suggest test scenarios that should be covered for testing. 

Why use customized solutions when you have free Gen AI tools? 

There is no one-size-fits-all solution when it comes to Gen AI. Every application across every industry is unique, offering customized services. You can’t test a banking application with the same standards as an e-commerce application. 

Even ChatGPT knows it can’t compete against a specialized testing provider! 

You need specialized testing teams to understand and manage the application’s complexity, its industry regulations, and users, act on their needs, and accordingly provide customized testing solutions. 

As per a Gartner report:

Calculate Gen AI ROI 

As teams start adopting Gen AI technologies, understanding the return on investment (ROI) for integrating Gen AI into testing processes is crucial. 

Formula = (Financial gains from GenAI – GenAI implementation cost) / GenAI implementation cost * 100%

When calculating the overall ROI of Gen AI in testing, meeting certain guidelines is crucial to ensure ethical, secure, and transparent use of this technology.

• When introducing Gen AI solutions to strengthen testing, it is critical to ensure that they are developed ethically, securely, and responsibly. 
• As Gen AI can evolve based on new inputs, maintaining and refining their accuracy is an ongoing process. 
• Selecting the right partner is critical as you embark on a generative AI journey. Any organization that you partner with should bring insights and help you solve specific challenges within your industry.

Keeping in mind how critical gen AI will be in the testing industry, Webomates has invested in AI tools and technologies that help in holistic testing of the applications. Webomates AI framework is built on these robust AI guiding principles.

Maximizing Generative AI ROI with Webomates 

Webomates stands out as a leading provider of Testing as a Service (TaaS), leveraging generative AI to revolutionize the testing process.

Time and Cost Efficiency 

Webomates’ AI engine executes a profound analysis of application workflows, followed by generating comprehensive test scripts that cover every notable functionality. Compared to traditional testing methods or other tools available in the market, this reduces the time and cost required for both test creation and execution.

Example: Creating and automating 300 test cases.

Impact: AI-Generated Test automation is 10X faster!

Test Coverage and Scalability 

A considerable number of tests can be generated swiftly covering various facets with no manual intervention involved. Embracing Generative AI has brought dramatic improvements in speed of test case generation, while scaling back time, efforts and resources significantly.

High-quality, diverse test cases can lead to better and more comprehensive test coverage. It increases the likelihood of finding defects before release.

Impact – Better test coverage contributes to finding more defects and improving quality. 7% of Automation Fails are defects. Defect prediction improves Pass/Fail automation review by 10X! 

Best practice – Take Test Coverage further with Exploratory Testing and explore the application beyond the limits of scripted tests. 

Adaptability

Self Healing is the ability to update the test cases and test scripts when there are changes. 

The trademarked AiHealing® feature from Webomates introduces a significant advantage when it comes to updating automation for new builds. It auto-generates new test cases to detect any modifications instantly. It adapts automatically, addressing and fixing issues such as: 

• Locator, timeout, feature change 
• Test cases & Automation added 
• Modified Test cases and Automation updated

Example: Updates to 300 test cases

Impact – 10 times faster to set up. 10 times faster to run and heal!

Gen AI + Intelligent Automation 

When you combine Gen AI features with other Intelligent AI solutions, it creates a powerful approach to quality assurance.

To truly gauge the ROI of generative AI in testing, it’s essential to measure the impact of time and cost savings, as well as improvements in software quality.

Your Next Move

Generative AI enables faster and more accurate test generation, saving weeks or even months on test creation. By automating routine and complex test scenarios alike, Webomates speeds up testing cycles and allows developers to focus on innovation and feature development.

The Webomates Testing-as-a-service patented AI testing platform will also help reduce infrastructure costs. Approaches like Shift left Testing with Gen AI test case generation lead to earlier defect identification and fixing. Lower post-production defect rates mean fewer resources spent on fixes.                                             

We are currently working with several teams to plan their generative AI journey, and we would be happy to be your partner as you start your journey! Please click here and schedule a demo, or reach out to us at info@webomates.com.

Tags: AI Testing, Artificial Intelligence, Automation Testing, generative ai in testing, generative ai test automation, roi in generative ai, ROI of test automation, Software Testing, Test Automation, test coverage and scability, Webomates