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A-Z Index

AI Governance Concepts Starting With I

Browse concept cards whose titles begin with I. This is useful when you want an alphabetical view of the library rather than browsing by governance topic or category.

20 concept cards4 related domainsOpen full concept library
Governance FoundationsExpert Governance Assessment & Reviewexpert

Identifying Systemic Weaknesses in Governance Design

Identifying Systemic Weaknesses in Governance Design refers to the process of analyzing and evaluating the frameworks and structures that govern AI systems to uncover vulnerabiliti...

5 min readOpen
Governance FoundationsAdvanced Governance Framework Evolutionexpert

Incorporating Emerging Risks into Existing Frameworks

Incorporating Emerging Risks into Existing Frameworks refers to the process of updating and adapting AI governance frameworks to account for new and unforeseen risks associated wit...

5 min readOpen
Governance FoundationsGovernance Structures & Rolesadvanced

Independent Review and Challenge Functions

Independent Review and Challenge Functions refer to mechanisms within AI governance frameworks that allow for objective assessment and scrutiny of AI systems and their outcomes. Th...

5 min readOpen
Governance FoundationsMulti-Domain Governance Integrationexpert

Integrating AI Governance with Data Governance

Integrating AI Governance with Data Governance involves aligning the frameworks, policies, and practices that govern AI systems with those that manage data quality, privacy, and se...

5 min readOpen
Governance FoundationsMulti-Domain Governance Integrationexpert

Integrating AI Governance with Enterprise Risk Management

Integrating AI Governance with Enterprise Risk Management (ERM) involves aligning AI governance frameworks with an organization's overall risk management strategies. This integrati...

5 min readOpen
Governance FoundationsMulti-Domain Governance Integrationexpert

Integrating AI Governance with Procurement and Vendor Risk

Integrating AI Governance with Procurement and Vendor Risk involves aligning AI governance frameworks with procurement processes to ensure that third-party vendors comply with ethi...

5 min readOpen
Governance FoundationsMulti-Domain Governance Integrationexpert

Integrating AI Governance with Security and Resilience

Integrating AI Governance with Security and Resilience involves aligning AI governance frameworks with security protocols and resilience strategies to ensure that AI systems are no...

5 min readOpen
Governance FoundationsExpert Synthesis & Integrative Governanceexpert

Integrating Ethics Law Risk and Strategy Seamlessly

Integrating Ethics, Law, Risk, and Strategy Seamlessly refers to the holistic approach in AI governance that aligns ethical considerations, legal compliance, risk management, and s...

5 min readOpen
Governance FoundationsExpert Synthesis & Integrative Governanceexpert

Integrating Law Ethics Risk and Strategy

Integrating Law, Ethics, Risk, and Strategy in AI governance refers to the holistic approach of aligning legal frameworks, ethical standards, risk management practices, and strateg...

5 min readOpen
Governance FoundationsMulti-Domain Governance Integrationexpert

Integrating New Governance Domains into Existing Structures

Integrating New Governance Domains into Existing Structures refers to the process of incorporating emerging regulatory frameworks and ethical considerations into established AI gov...

5 min readOpen
Governance FoundationsCompliance Frameworksadvanced

Integrating Sandbox Learnings into Compliance Frameworks

Integrating Sandbox Learnings into Compliance Frameworks involves the systematic incorporation of insights and data gathered from AI regulatory sandboxes into existing compliance s...

5 min readOpen
Governance FoundationsGovernance Structures & Rolesadvanced

Internal Escalation During Enforcement Events

Internal Escalation During Enforcement Events refers to the structured process within an organization for raising and addressing issues related to AI compliance and ethical breache...

5 min readOpen
Law & ComplianceEmerging AI Regulation & Policy Trendsexpert

Incorporating Regulatory Foresight into Governance Plans

Incorporating regulatory foresight into governance plans involves proactively identifying and integrating potential future regulations and policy trends into AI governance framewor...

5 min readOpen
Law & ComplianceData Protection & Privacy Lawbeginner

Integrity and Confidentiality (Security Principle)

Integrity and Confidentiality in AI governance refers to the principles ensuring that data is accurate, reliable, and protected from unauthorized access or alterations. This is cru...

5 min readOpen
Law & ComplianceEmerging AI Regulation & Policy Trendsexpert

Interpreting Draft Regulations and Soft Law

Interpreting Draft Regulations and Soft Law refers to the process of analyzing proposed legal frameworks and non-binding guidelines related to AI technologies. This concept is cruc...

5 min readOpen
Risk & AssuranceUse Case Definition & Scopingintermediate

In-Scope vs Out-of-Scope Decisions

In-scope vs out-of-scope decisions refer to the classification of decisions made during AI project development based on their relevance to the project's defined objectives and ethi...

5 min readOpen
Operational GovernanceIncident & Issue Managementintermediate

Incident Response Roles and Responsibilities

Incident Response Roles and Responsibilities refer to the defined duties and tasks assigned to individuals or teams in the event of an AI-related incident, such as a data breach or...

5 min readOpen
Operational GovernanceIncident & Issue Managementintermediate

Incidents vs Issues vs Defects

In AI governance, 'Incidents,' 'Issues,' and 'Defects' are distinct concepts crucial for effective incident and issue management. An 'Incident' refers to an unplanned event that di...

5 min readOpen
Operational GovernanceTransparency & Communicationbeginner

Internal Transparency for Decision-Makers

Internal transparency for decision-makers refers to the clarity and openness regarding AI systems' operations, data usage, and decision-making processes within an organization. Thi...

5 min readOpen
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AI Governance Concepts Starting With I | Startege