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

More Case Studies

See All
How Eleken Redesigned Populate to Streamline Clinician Documentation and Improve Patient Care
Healthcare & Medical
How Baleària Uses Zendesk AI Chatbots to Deflect Tickets and Achieve a 96% CSAT Score in Travel Support
Hospitality & Tourism
How Oxford VR Combines AI and Virtual Reality to Improve PTSD Treatment
Mental Health
How World Wildlife Fund Uses AI to Track Endangered Species and Combat Poaching
Nonprofit & NGO
How Uber Uses Advanced Data Visualization to Clarify Pricing and Support Decision-Making
Technology & SaaS
How Obayashi Corporation’s AiCorb Uses AI to Rapidly Generate Building Facade Designs and Streamline Architectural Workflows
Construction

🤖 Chat with AI

Type...