Question 27
Domain 1 — AI Governance and Risk ManagementWhich of the following is the PRIMARY benefit of implementing a robust data governance framework specific to AI solutions in an organization?
Correct answer: C
Explanation
A robust AI data governance framework establishes rules for data handling, access, and oversight, which supports compliance with industry regulations. It also reduces exposure to security and privacy incidents by controlling how sensitive data is used, stored, and shared, thereby minimizing the risk of data breaches and privacy violations.
Why each option is right or wrong
A. It focuses on enhancing the accuracy and reliability of AI model predictions.
B. It accelerates AI implementation timelines by fully automating data preparation processes.
C. It fosters adherence to industry regulations while minimizing the risk of data breaches and privacy violations.
AI-specific data governance is primarily about controlling how data is collected, classified, accessed, retained, and shared so the organization can meet legal and regulatory obligations and demonstrate accountability. In practice, that aligns with requirements such as GDPR Article 5(1)(f) and Article 32 on integrity, confidentiality, and security of processing, which directly target unauthorized access and disclosure; the same controls also reduce the likelihood of breaches and privacy incidents by limiting exposure of sensitive data.
D. It reduces the need for human oversight, ensuring seamless and autonomous data governance.