AAISM · Question #20
AAISM Question #20: Real Exam Question with Answer & Explanation
The correct answer is D: Implementing an automated data cataloging tool that integrates with all organizational data. AAISM governance practices emphasize automation as the most effective way to maintain comprehensive, accurate, and scalable data classification and inventory management. An automated data cataloging tool integrated with all repositories ensures continuous visibility, reduces huma
Question
Which of the following would MOST effectively ensure an organization developing AI systems has comprehensive data classification and inventory management?
Options
- ACreating a centralized team to oversee the classification of data used in AI projects
- BConducting quarterly audits of AI data sets for anomalies and missing metadata
- CEstablishing a manual process to categorize data based on business needs and regulatory
- DImplementing an automated data cataloging tool that integrates with all organizational data
Explanation
AAISM governance practices emphasize automation as the most effective way to maintain comprehensive, accurate, and scalable data classification and inventory management. An automated data cataloging tool integrated with all repositories ensures continuous visibility, reduces human error, and supports regulatory compliance. Centralized teams and manual processes provide oversight but cannot achieve the same scale and consistency. Periodic audits detect issues but are reactive rather than proactive. For effective governance, the best solution is automated cataloging integrated across data repositories.
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