Results for "regulatory approval"
Review process before deployment.
AI used without governance approval.
US approval process for medical AI devices.
Categorizing AI applications by impact and regulatory risk.
Ensuring models comply with lending fairness laws.
Software regulated as a medical device.
Central system to store model versions, metadata, approvals, and deployment state.
European regulation classifying AI systems by risk.
Risk of incorrect financial models.
AI tacitly coordinating prices.
Processes and controls for data quality, access, lineage, retention, and compliance across the AI lifecycle.
Policies and practices for approving, monitoring, auditing, and documenting models in production.
Systematic review of model/data processes to ensure performance, fairness, security, and policy compliance.
Framework for identifying, measuring, and mitigating model risks.
Ensuring decisions can be explained and traced.
Logged record of model inputs, outputs, and decisions.
Central catalog of deployed and experimental models.
Legal or policy requirement to explain AI decisions.
Organizational uptake of AI technologies.
AI used in sensitive domains requiring compliance.
Required descriptions of model behavior and limits.
Ability to inspect and verify AI decisions.
Requirement to provide explanations.
Classifying models by impact level.
Governance of model changes.
Testing AI under actual clinical conditions.
AI-assisted review of legal documents.
AI giving legal advice without authorization.
Requirement to reveal AI usage in legal decisions.
Simulating adverse scenarios.