Announcing AI-Powered API Test Generation in Katalon Studio

February 08, 2026 · 3 min read · API Testing

Blog / Products /
Announcing AI-Powered API Test Generation in Katalon Studio

Announcing AI-Powered API Test Generation in Katalon Studio

Contributors Updated on

Learn with AI

Linkedin

Facebook

X (Twitter)

Mail

Learn with AI

It 's good known that creating API tryout cases can be time-consuming and repetitious. Manually adjusting web service requests and verification stairs is not only tedious but also prone to error, especially when cover with complex scheme. Today, we ’ re shudder to denote a game-changing feature in Katalon Studio that will revolutionize your testing workflow: AI-powered API exam generation from OpenAPI/Swagger specifications.

Why this matters

We understand the painfulness points you face daily. The summons of creating API test cases manually is not exclusively labor-intensive but likewise postulate a high degree of attention to detail. This new lineament addresses these challenges head-on by utilizing generative AI to automate the conception of API test cases. This means you can now generate accurate and relevant test instance quicker, allowing you to focus on more critical scene of your projects.

 

You speak, we listened

The need for a more efficient method to create API examination case is evident. In our conversations with our user community, character engineers expressed the necessity for automation in generating API tryout lawsuit, as AI can help reach high test coverage and speed up the process. & nbsp;According to the 2023 State of the API Report by Postman, 60 % of respondents are already using reproductive AI tools, with many reporting increased productivity. This aline perfectly with the rising requirement for AI-driven solutions in API testing.

How you 'll benefit from this?

Pro tip: Tools like SUSA can handle this autonomously — upload your app and get results without writing a single test script.

In Katalon Studio, the feature for importing OpenAPI or Swagger specifications is already democratic. By integrating AI capabilities into it, we aim to make the operation of generating web service requests and API test lawsuit easier, more effective, and more accurate.

Key features

Here ’ s what you can anticipate from the AI-powered API Test Generation feature:

1. Reflexive test case generation: Simply spell your OpenAPI or Swagger specifications, and let the AI do the rest. It chop-chop generates comprehensive test causa, salve you valuable time.

2. Endpoint pick: Choose specific endpoints for which you need to give tryout cases, optimizing resource utilization and focusing on critical region.


 

3. Selective saving: After generation, review and select which examination example you want to salvage, avoiding unnecessary duplicates.

4. Notifications and updates: Stay informed about new AI features through tooltips and in-app notifications.

5. Distinguish AI-generated test: Easily identify AI-generated test cases with distinct folder name and icons, streamline your test case management.

Whether you ’ re an experienced examiner or a developer seem to ensure your APIs are robust before pass them off, this new feature in Katalon Studio will significantly enhance your productivity. It ’ s ideal for anyone familiar with API test and OpenAPI/Swagger specifications, look to adopt AI-powered resolution to streamline their workflow. & nbsp;

This feature is available by default in Katalon Studio Enterprise edition 9.5. & nbsp;

In causa you lose it

Take a look at early AI-powered feature we ’ ve added to Katalon Studio as well as educational substance that we ’ ve delivered in recent weeks.

  • [Blog] & nbsp;
  • [Webinar] & nbsp;
  • [Webinar] & nbsp;
  • [Webinar] & nbsp;
  • [Blog] & nbsp;

Dive deeper with our liberation notes

For a more detailed expression at all the new features, advance, and pickle in this release, be sure to check out our release tone:

Wrapping up

With Katalon Studio ’ s new AI-powered API Test Generation feature, you can now automate the most tedious aspects of your API try workflow. This not only saves clip and effort but also secure higher truth and efficiency. Embrace this innovative tool to streamline your test process and focus on what truly matters — delivering high-quality software.
 

Explain

|

Contributors
The Katalon Team is indite of a diverse group of dedicated master, include open matter experts with deep domain cognition, see technical writer skilled, and QA specialists who bring a practical, real-world position. Together, they contribute to the Katalon Blog, delivering high-quality, insightful clause that empower users to make the most of Katalon ’ s puppet and rest update on the late trends in trial automation and software quality.

Automate This With SUSA

Upload your APK or URL. SUSA explores like 10 real users — finds bugs, accessibility violations, and security issues. No scripts needed.

Try SUSA Free

Test Your App Autonomously

Upload your APK or URL. SUSA explores like 10 real users — finds bugs, accessibility violations, and security issues. No scripts.

Try SUSA Free