digital-transformation

Test Case Generation using Generative AI

1 min read · August 2, 2024 · By Pradip Band

Summary

Object Edge developed TestGenAI, an internal tool that uses generative AI to automatically produce test cases from Jira descriptions and link them directly to TestRail — eliminating manual test case writing and the inconsistencies it creates. QA teams only need to provide a Jira issue description and optional parameters; the tool generates, links, and presents test cases ready for review and execution. The tool addresses the core problems of manual testing: time consumption, scenario complexity, non-standardized processes, and poor reusability.

Key takeaways

TestGenAI generates test cases automatically from a Jira description, with no manual writing required from QA.
The tool handles all linking and integration between Jira and TestRail, presenting cases ready for execution.
Manual test case writing is non-standardized, inconsistent, and fails to scale with complex scenarios.
QA teams shift from writing to reviewing, updating, and executing — higher-value activities.

Problem Statement:

Manually writing test cases for software development projects is time- and effort-consuming due to complexity of the scenarios; besides, it is not that effective. Adding your best resources in the creation and execution does not solve the problem. In most of the cases, the process of writing test cases is not standardized, hence inconsistent and inaccurate. Complex scenarios are very hard to handle manually; maintaining or reusing test cases can also be very difficult as the project evolves.

To manage test cases effectively, tools like Jira and TestRail are essential for bug tracking and test management. However, these tools do not inherently accelerate the test case writing process.

Solution:

To address this gap, Object Edge has developed one tool that uses AI to create the test cases, ensuring efficiency and accuracy.

TestGenAI tool, automatically generates test cases and handles all necessary links and integrations between Jira and TestRail, presenting the test cases ready for execution. The team only needs to review them. To use the tool the user only needs to provide the Jira description and optional parameters, then TestGenAI generates the test cases and prompts the user to review them.

This process eliminates the need for QA to write test cases manually, allowing them to focus on reviewing, updating and executing them.