This CRISC practice question tests your understanding of it risk identification. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A company plans to deploy an AI-based customer service chatbot that processes personal data. What risk should be identified as the highest priority?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Data privacy risk
Processing personal data through an AI chatbot directly introduces data privacy risk as the highest priority because the system will collect, store, and potentially expose sensitive information (e.g., names, contact details, payment data). Under regulations like GDPR or CCPA, any breach or unauthorized access to this data can result in severe fines and reputational damage. While other risks exist, privacy risk is immediate and fundamental to the chatbot's operation.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✓
Data privacy risk
Why this is correct
Processing personal data introduces significant privacy risks under regulations like GDPR, requiring immediate identification.
Related concept
Read the scenario before looking for a memorised answer.
✗
Vendor lock-in risk
Why it's wrong here
Vendor lock-in is a strategic risk but not as urgent as privacy for a new deployment.
✗
Model accuracy risk
Why it's wrong here
While important, accuracy risk is secondary to privacy concerns in this context.
✗
Regulatory compliance risk
Why it's wrong here
Compliance is a broad category; privacy is a specific and critical subset that should be addressed first.
Common exam traps
Common exam trap: answer the scenario, not the keyword
ISACA often tests the distinction between a root cause risk (data privacy) and its downstream consequence (regulatory compliance), leading candidates to mistakenly select regulatory compliance risk as the highest priority.
Detailed technical explanation
How to think about this question
Under the hood, AI chatbots often use natural language processing (NLP) models that may inadvertently memorize and regurgitate training data, including personal information, a phenomenon known as 'data leakage' in machine learning. Real-world scenarios, such as the 2023 Samsung chatbot incident where internal data was leaked via ChatGPT, illustrate how privacy risk can materialize even without malicious intent. This risk is amplified when the chatbot processes unstructured text, making it difficult to enforce data minimization or access controls at the model level.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A practitioner preparing for the CRISC exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
IT Risk Identification — This question tests IT Risk Identification — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Data privacy risk — Processing personal data through an AI chatbot directly introduces data privacy risk as the highest priority because the system will collect, store, and potentially expose sensitive information (e.g., names, contact details, payment data). Under regulations like GDPR or CCPA, any breach or unauthorized access to this data can result in severe fines and reputational damage. While other risks exist, privacy risk is immediate and fundamental to the chatbot's operation.
What should I do if I get this CRISC question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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