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.
- Enriched asset datasets
- Improved climate risk insights
- Enhanced client reporting and decision-making
Incomplete and inconsistent asset data limited effective climate risk management
AI-powered data enrichment pipelines combined with cloud data processing and machine learning
- More comprehensive climate risk assessments
- Improved regulatory compliance
- Better investment decisions
