Artificial Intelligence and Machine Learning in Risk Management Models

Executive Snapshot

• Figure: Executive Snapshot: Artificial Intelligence and Machine Learning in Risk Models

Situation Overview

• Model Development using AI/ML

• Use of Additional Data Sources

• Data Orchestration

• Real-Time Risk Management

• Model Risk Management and Model Governance

• Transparency and Auditability of Models

• Dynamic Model Development

• Challenges

Advice for the Technology Buyer

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• Related Research

• Synopsis