target audience: TECH BUYER  Publication date: Jun 2024 - Document type: IDC Perspective - Doc  Document number: # US52188523

Generative AI in Finance: What Is It and How Can It Be Applied?

By:  Heather Herbst Loading

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Table of Contents


  • Executive Snapshot

    • Figure: Executive Snapshot: Generative AI in Finance — What Is It and How Can It Be Applied?

  • Situation Overview

    • What Are GANs and How Can They Be Used in Finance Technology

    • What Are VAEs and How They Can Be Used in Financial Technology

    • What Are the Differences Between GANs and VAEs in Corporate Finance

    • Data Generation

    • Anomaly Detection

    • Risk Management

    • Data Compression

    • Interpretability and Stability

    • Large Language Models

  • Advice for the Technology Buyer

  • Learn More

    • Related Research

    • Synopsis