Get ready for the GARP Risk and AI Exam with flashcards and multiple choice questions. Each question comes with hints and explanations. Prepare for success!

Multiple Choice

Verifying the legal right to use data is best described by which data management concept?

Verifying the legal right to use data is a matter of data provenance. Data provenance captures where data comes from, who owns it, the licenses or consents that govern its use, and the history of its transformations. This metadata creates an auditable trail showing you’re authorized to use the data for a given purpose and helps ensure compliance with laws, contracts, and licensing terms. By keeping track of source, permissions, and any usage restrictions, you can assess legality, manage risk, and maintain proper records. Data classification, by contrast, is about labeling data by sensitivity or handling requirements; it doesn’t inherently address rights to use. Data strategy refers to the overarching plan for how data assets are governed and leveraged, not the specific authorization to use a particular dataset. Data quality concerns accuracy, completeness, and consistency, rather than legal permissions.

Verifying the legal right to use data is a matter of data provenance. Data provenance captures where data comes from, who owns it, the licenses or consents that govern its use, and the history of its transformations. This metadata creates an auditable trail showing you’re authorized to use the data for a given purpose and helps ensure compliance with laws, contracts, and licensing terms. By keeping track of source, permissions, and any usage restrictions, you can assess legality, manage risk, and maintain proper records.

Data classification, by contrast, is about labeling data by sensitivity or handling requirements; it doesn’t inherently address rights to use. Data strategy refers to the overarching plan for how data assets are governed and leveraged, not the specific authorization to use a particular dataset. Data quality concerns accuracy, completeness, and consistency, rather than legal permissions.