What is a key objective of the 'Integration and Scaling' phase in adopting generative AI for testing?

To evaluate a single generative AI tool on a small, isolated test case

To replace all manual testing activities with AI-driven automation

To define long-term governance policies for AI usage

To embed generative AI tools into existing test processes and expand their use across projects

A test organization is moving from a successful pilot to scaling generative AI across multiple projects. They notice that the quality of AI-generated test cases varies significantly between teams. What is the most likely cause of this inconsistency?

The pilot was not successful enough to justify scaling.

Lack of standardized prompts and guidelines for using the AI tool.

The AI model is inherently unreliable and should be replaced.

The teams are using different test management tools.

Which action best exemplifies the 'Integration and Scaling' phase of generative AI adoption in testing?

Reviewing the accuracy of AI-generated test cases in a single pilot project

Establishing a center of excellence to support multiple teams using generative AI in their test automation

Conducting a workshop to introduce generative AI concepts to a single test team

Defining metrics to measure the long-term ROI of AI in testing

A test organization has been using generative AI for a year and wants to ensure that its use complies with data protection regulations. Which action is most appropriate for the optimization and governance phase?

Rely on the AI vendor's assurances of compliance without verification.

Conduct a regular audit of AI usage and data handling practices.

Delete all test data after each test run to avoid any risk.

Stop using AI for any test data that might be personal.

A test organization is in the optimization and governance phase. They have noticed that some teams are using generative AI to generate test data that includes personal information, which may violate data protection regulations. The organization wants to maintain the benefits of AI while ensuring compliance. What is the most appropriate action?

Allow the use of personal data but require teams to delete it after testing.

Ban the use of AI for any test data generation involving personal information.

Rely on the AI vendor to ensure data protection compliance.

Implement a policy that requires data anonymization or synthetic data generation for AI-based test data.

Certified Tester Testing with Generative AI

Domain 5Objective 4

Phases When Adopting Generative AI in Software Testing CT-GENAI Practice Questions (Page 3)

Part of the Deploying and Integrating Generative AI in Test organizations domain, which makes up ~23% of our current practice bank. ISTQB does not publish an official question count, but from its 60-minute exam (~25–40 total, ~6–9 in this domain), expect 1–1 from this objective — we provide 26 practice questions to prepare you well beyond it. (estimate)

26questions here

6free pages

5concepts

Questions 11–15

11foundation · easy
What is a key objective of the 'Integration and Scaling' phase in adopting generative AI for testing?
Select an answer first
12application · medium
A test organization is moving from a successful pilot to scaling generative AI across multiple projects. They notice that the quality of AI-generated test cases varies significantly between teams. What is the most likely cause of this inconsistency?
Select an answer first
13foundation · easy
Which action best exemplifies the 'Integration and Scaling' phase of generative AI adoption in testing?
Select an answer first
14application · medium
A test organization has been using generative AI for a year and wants to ensure that its use complies with data protection regulations. Which action is most appropriate for the optimization and governance phase?
Select an answer first
15expert · hard
A test organization is in the optimization and governance phase. They have noticed that some teams are using generative AI to generate test data that includes personal information, which may violate data protection regulations. The organization wants to maintain the benefits of AI while ensuring compliance. What is the most appropriate action?
Select an answer first

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