A test team is integrating GenAI into their security testing. They need to define roles for using GenAI to analyze security test results and generate attack scenarios. The team has testers with security expertise but no GenAI experience. What is the most effective way to establish roles and responsibilities?

Let all testers use GenAI without specific roles, to encourage flexibility.

Create a new role of AI Security Tester and hire externally for it.

Assign the role of prompt engineer to a security tester and train them in prompt writing for security scenarios.

Hire a dedicated prompt engineer with no security background to handle all GenAI tasks.

A test team has been using GenAI to generate test data for six months. The team lead wants to evaluate whether the GenAI initiative is improving testing outcomes. Which metric would be most relevant to assess the effectiveness of GenAI in this context?

The number of test cases generated per day

The number of GenAI tools used by the team

The time spent by testers on test data generation

The percentage of test cases that detect defects

A test team wants to upskill in GenAI for API testing. They have limited budget and time. The team lead wants a structured learning path that builds practical skills quickly. Which approach best meets this need?

Enroll the entire team in a comprehensive university course on machine learning and natural language processing.

Provide access to a GenAI tool and let team members learn through trial and error on their own time.

Start with short, hands-on workshops focused on prompt engineering for API test generation, followed by supervised practice on real projects.

Hire an external consultant to write all test cases using GenAI, so the team doesn't need to learn.

A test manager notices that some team members are hesitant to use GenAI tools because they fear it will replace their jobs. The manager wants to foster a culture that embraces GenAI. What is the most effective first step?

Create a policy that limits GenAI use to specific tasks, to avoid over-reliance.

Mandate the use of GenAI in all test activities and monitor compliance.

Organize a session to demonstrate how GenAI can augment testers' work, not replace it, and share success stories.

Offer a bonus to team members who use GenAI tools regularly.

Certified Tester Testing with Generative AI

Domain 5Objective 6

Building Generative AI Capabilities in Test Teams CT-GENAI Practice Questions (Page 4)

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 28 practice questions to prepare you well beyond it. (estimate)

28questions here

6free pages

6concepts

Questions 16–20

16expert · hard
A test team is integrating GenAI into their security testing. They need to define roles for using GenAI to analyze security test results and generate attack scenarios. The team has testers with security expertise but no GenAI experience. What is the most effective way to establish roles and responsibilities?
Select an answer first
17application · easy
A test team is integrating GenAI into their regression testing process. They want to ensure that someone is responsible for creating and maintaining effective prompts for test generation. Which role should be established?
Select an answer first
18application · medium
A test team has been using GenAI to generate test data for six months. The team lead wants to evaluate whether the GenAI initiative is improving testing outcomes. Which metric would be most relevant to assess the effectiveness of GenAI in this context?
Select an answer first
19application · medium
A test team wants to upskill in GenAI for API testing. They have limited budget and time. The team lead wants a structured learning path that builds practical skills quickly. Which approach best meets this need?
Select an answer first
20application · medium
A test manager notices that some team members are hesitant to use GenAI tools because they fear it will replace their jobs. The manager wants to foster a culture that embraces GenAI. What is the most effective first step?
Select an answer first

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Building Generative AI Capabilities in Test Teams CT-GENAI Practice Questions (Page 4)

Questions 16–20

A test team is integrating GenAI into their regression testing process. They want to ensure that someone is responsible for creating and maintaining effective prompts for test generation. Which role should be established?

A test team has been using GenAI to generate test data for six months. The team lead wants to evaluate whether the GenAI initiative is improving testing outcomes. Which metric would be most relevant to assess the effectiveness of GenAI in this context?

A test team wants to upskill in GenAI for API testing. They have limited budget and time. The team lead wants a structured learning path that builds practical skills quickly. Which approach best meets this need?

A test manager notices that some team members are hesitant to use GenAI tools because they fear it will replace their jobs. The manager wants to foster a culture that embraces GenAI. What is the most effective first step?

Keep studying — Deploying and Integrating Generative AI in Test organizations