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Model Governance, Risk & Compliance (GRC)
Model Governance, Risk & Compliance (GRC) refers to solutions that enable organizations to manage the lifecycle, oversight, and regulatory compliance of artificial intelligence and machine learning models.
Model Governance, Risk & Compliance (GRC) refers to solutions that enable organizations to manage the lifecycle, oversight, and regulatory compliance of artificial intelligence and machine learning models. These platforms provide frameworks for documenting model development, assessing risks, monitoring performance, and ensuring adherence to internal policies as well as external regulations. The focus is on establishing transparency, accountability, and control over the use of models in production environments. Core capabilities include model inventory management, risk assessment, validation workflows, audit trails, and compliance reporting. Technical features often support version control, bias detection, explainability, and integration with broader enterprise GRC or risk management systems. These solutions help organizations identify and mitigate risks associated with model drift, data privacy, and regulatory non-compliance. Model GRC tools are primarily used by data science teams, risk managers, compliance officers, and IT governance professionals. Their purpose is to ensure that models operate within defined risk tolerances and meet legal or ethical standards. This category is distinct from general GRC platforms, which address broader organizational risks, and from model monitoring tools, which focus solely on performance metrics without comprehensive governance or compliance oversight. Cyberin provides a platform for discovering and comparing Model Governance, Risk & Compliance solutions to support informed decision-making.
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Reporting And Evidence
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75 products
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Deepchecks Monitoring
Deepchecks
ClassificationAccess ControlsBias Detection
Cranium
ClassificationLineageBias Detection
Kolena AI Testing
Kolena
ClassificationApproval WorkflowsBias Detection
Model Risk Management
Moody's Analytics
ClassificationApproval WorkflowsBias Detection
Oracle MRM
Oracle
ClassificationApproval WorkflowsBias Detection
Arize AI
Arize AI
ClassificationAccess ControlsBias Detection
WhyLabs Observatory
WhyLabs
ClassificationAccess ControlsAnomaly Detection
Fiddler Observability
Fiddler AI
ClassificationAccess ControlsBias Detection
Dataiku Govern
Dataiku
ClassificationAccess ControlsBias Detection
Azure AI Content Safety
Microsoft
Computer VisionAccess ControlsPrompt Injection Defense
Purview AI Hub
Microsoft
ClassificationAccess ControlsBias Detection
Model Governance
ModelOp
ClassificationAccess ControlsBias Detection
Watsonx Governance
IBM
ClassificationAccess ControlsBias Detection
BigID AI Governance
BigID
ClassificationAccess ControlsRisk Scoring
Securiti AI Governance
Securiti
ClassificationAccess ControlsData Quality
NVIDIA Guardrails
NVIDIA
Access ControlsHallucination DetectionOpen Source
Seldon Alibi Detect
Seldon
ClassificationAccess ControlsAdversarial Detection
Verta Model Catalog
Verta
ClassificationAccess ControlsBias Detection
OneTrust AI Governance Platform
OneTrust
ClassificationAccess ControlsBias Detection
IBM OpenPages
IBM
ClassificationApproval WorkflowsBias Detection
Domino Governance
Domino Data Lab
ClassificationAccess ControlsBias Detection
H2O AI Governance
H2O.ai
ClassificationAccess ControlsBias Detection
Arize Observability
Arize AI
ClassificationAccess ControlsBias Detection
Amazon SageMaker Clarify
Amazon Web Services
ClassificationAccess ControlsBias Detection
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