Taxonomy Catalog

Visualize and optimize the mathematical functions that determine model approval boundaries

10

Risk Dimensions

247

Total Models

68%

Avg Risk Reduction

82%

Control Effectiveness

Inherent vs. Residual Risk Analysis
0102030405060708090100 FairnessSecurityDriftOpaquenessRobustnessPrivacyPerformanceComplianceOperationalValue
Inherent Risk
Residual Risk
Risk Taxonomy Details
Fairness Bias Risk
Inherent Risk

85%

Residual Risk

22%

Control Effectiveness
74%
Models Affected
42
Security Risk
Inherent Risk

90%

Residual Risk

18%

Control Effectiveness
80%
Models Affected
38
Drift Risk
Inherent Risk

75%

Residual Risk

15%

Control Effectiveness
80%
Models Affected
56
Risk Calculation Formula

Residual Risk = Inherent Risk × (1 - Control Effectiveness)

%

Inherent Risk (%)

%

Control Effectiveness (%)

%

Risk Scoring Matrix
Risk Dimension Impact Scope Data Sensitivity Decision Criticality Opacity Regulatory Exposure Total Score
Credit Scoring Model
14
Marketing Recommender
8
Fraud Detection
13
Customer Service Bot
9
Model-Specific Risk Mapping
Model Name
 Business Unit
 Type
 Inherent Risk Residual Risk Status
Credit Scoring v2.3 Finance Classification
Compliant
Fraud Detection ML Security Anomaly Detection
Monitoring
Customer Churn Pred Marketing Regression
Compliant
Risk Assessment AI Compliance Classification
Review Required
Demand Forecasting Supply Chain Time Series
Compliant
Price Optimization Revenue Optimization
Monitoring
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