How MSCI Uses Machine Learning and Google Cloud AI to Enrich Asset Data and Manage Climate Risks

By: GoBeyond Team
July 27, 2025
3 min read
MSCI AI-enhanced climate risk data dashboard

Quick Overview

MSCI integrates machine learning with Google Cloud’s Vertex AI, BigQuery, and Cloud Run to enrich datasets covering approximately 1 million asset locations worldwide. This advanced data enrichment helps clients better manage climate-related financial risks through detailed analysis and reporting.

MSCI
MSCI
Company Size
~3,000 employees
Revenue Range
Not publicly disclosed
Primary Challenge
Enhancing data quality and climate risk management for asset owners and investors
Key Metrics

- Enriched asset datasets
- Improved climate risk insights
- Enhanced client reporting and decision-making

The Problem

Incomplete and inconsistent asset data limited effective climate risk management

The Solution

AI-powered data enrichment pipelines combined with cloud data processing and machine learning

Results

- More comprehensive climate risk assessments
- Improved regulatory compliance
- Better investment decisions

Details

Industry
Finance & Banking
Departments
Data & Analytics
Use Cases
Data Analysis
Tags
Machine Learning
Scalability
Real-Time Processing
AI Tools Used
Vertex AI
Sources
https://cloud.google.com/transform/101-real-world-generative-ai-use-cases-from-industry-leaders

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