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Data Governance & Management AI Governance Concept Cards

Browse every concept card currently tagged under Data Governance & Management. Use this page to understand how this topic cluster appears across AI governance practice, then open individual concept cards for the details.

7 concept cards1 related domainsOpen full concept library
Risk & Assurancebeginner

Automated Decision-Making and Individual Rights

Automated Decision-Making (ADM) refers to the use of algorithms and AI systems to make decisions without human intervention. In the context of AI governance, it is crucial to ensur...

5 min readOpen
Risk & Assurancebeginner

Consent and Data Collection in AI Contexts

Consent and data collection in AI contexts refer to the ethical and legal requirement that individuals must provide explicit permission before their personal data is collected, pro...

5 min readOpen
Risk & Assurancebeginner

Data Governance in AI Systems

Data Governance in AI Systems refers to the management of data availability, usability, integrity, and security within AI frameworks. It is crucial in AI governance as it ensures t...

5 min readOpen
Risk & Assurancebeginner

Data Lineage and Provenance

Data lineage and provenance refer to the tracking and visualization of the flow of data through its lifecycle, from its origin to its final destination. In AI governance, understan...

5 min readOpen
Risk & Assurancebeginner

Handling Data Subject Requests in AI Systems

Handling Data Subject Requests in AI Systems refers to the processes and protocols established to manage requests from individuals regarding their personal data, such as access, co...

5 min readOpen
Risk & Assurancebeginner

Training Data vs Operational Data

Training data refers to the dataset used to train an AI model, while operational data is the real-time data the model encounters during its deployment. In AI governance, distinguis...

5 min readOpen
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