AI Ethics Assessment

import { KhaleejiAPI } from '@khaleejiapi/sdk';
 
const client = new KhaleejiAPI('your_api_key');
 
const result = await client.request('/api/v1/openfinance/ai-ethics/assess', {
  method: 'POST',
  body: {
    application: {
      name: 'Credit Scoring Model v2',
      type: 'credit_scoring',
      riskLevel: 'high',
      decisionType: 'binary_classification',
      fairness: {
        biasTestingDone: true,
        fairnessMetrics: ['demographic_parity'],
        exclusionOfProhibitedFeatures: true,
        regularAudit: true,
      },
      transparency: {
        explainabilityMethod: 'shap',
        documentationAvailable: true,
        customerNotification: true,
      },
      humanOversight: {
        available: true,
        appealProcess: true,
        reviewThreshold: 'high_impact',
      },
      dataGovernance: {
        dataResidency: 'AE',
        consentManagement: true,
        retentionPeriodMonths: 36,
        auditTrail: true,
      },
      accountability: {
        governanceFramework: true,
        incidentResponsePlan: true,
        modelOwnerDefined: true,
      },
    }
  }
});
 
console.log(result.summary.verdict); // "FULLY_COMPLIANT"
console.log(result.dimensionScores.fairness); // 100

from khaleejiapi import KhaleejiAPI
 
client = KhaleejiAPI('your_api_key')
 
result = client.request('/api/v1/openfinance/ai-ethics/assess', method='POST', json={
    'application': {
        'name': 'Credit Scoring Model v2',
        'type': 'credit_scoring',
        'riskLevel': 'high',
        'decisionType': 'binary_classification',
        'fairness': {
            'biasTestingDone': True,
            'fairnessMetrics': ['demographic_parity'],
            'exclusionOfProhibitedFeatures': True,
            'regularAudit': True,
        },
        'humanOversight': {
            'available': True,
            'appealProcess': True,
            'reviewThreshold': 'high_impact',
        },
        'dataGovernance': {
            'dataResidency': 'AE',
            'consentManagement': True,
            'retentionPeriodMonths': 36,
            'auditTrail': True,
        },
        'accountability': {
            'governanceFramework': True,
            'incidentResponsePlan': True,
            'modelOwnerDefined': True,
        },
    }
})
 
print(result['summary']['verdict'])
print(result['dimensionScores']['fairness'])

# Replace the Authorization header value with a live key that includes openfinance:ai-ethics
curl -X POST "https://khaleejiapi.dev/api/v1/openfinance/ai-ethics/assess" \
  -H "Authorization: ******" \
  -H "Content-Type: application/json" \
  -d '{"application":{"name":"Credit Scoring Model v2","type":"credit_scoring","riskLevel":"high","decisionType":"binary_classification","fairness":{"biasTestingDone":true,"fairnessMetrics":["demographic_parity"],"exclusionOfProhibitedFeatures":true,"regularAudit":true},"humanOversight":{"available":true,"appealProcess":true,"reviewThreshold":"high_impact"},"dataGovernance":{"dataResidency":"AE","consentManagement":true,"retentionPeriodMonths":36,"auditTrail":true},"accountability":{"governanceFramework":true,"incidentResponsePlan":true,"modelOwnerDefined":true}}}'