Investment risks rarely exist in isolation 

They intersect in the places where companies operate, where technological, physical, environmental, social and economic forces combine to shape real-world exposure. The rapid growth of geospatial intelligence, together with an expanding universe of datasets, is creating new ways of seeing how these forces interact, giving investors a sharper view of their exposures.

The maps in this series combine MSCI GeoSpatial Asset Intelligence with datasets from organizations across a range of disciplines to reveal insights that neither could provide alone. Each map highlights relationships that might otherwise remain hidden, offering new ways to understand the forces shaping companies, investments and the global economy.

We’re looking for datasets that can reveal new dimensions of investment risk when combined with location-based intelligence. If your organization has data that could help investors see risk in a new way, we’d welcome the opportunity to explore a collaboration.

Maps in this series

agriculture_fertilizer

How fertilizer shapes water risk in Europe

Across the continent, intensive fertilizer use and food manufacturing converge in ways that create shared exposure.

Developed using data from Climate TRACE

Climate TRACE is a nonprofit coalition of organizations building a timely, open and accessible inventory of greenhouse gas emissions around the world.
bolivia_mining

Where conflict meets critical minerals

South America’s copper and lithium deposits often coincide with social and political conditions that disrupt mining.

Developed using data from ACLED

ACLED (Armed Conflict Location & Event Data) is an independent, impartial global monitor that collects, analyzes, and maps data on conflict and protest.
man_testing_water_quality

How to think about water risk

For companies operating around the world, water quality can be just as important as water availability in many places.

Developed using data from WWF

WWF is an independent global conservation organization, formed in 1961 and committed to building a future where people and nature thrive.
Collaborate with us   

Help investors see risk in new ways 

We’re looking for datasets that, when combined with MSCI GeoSpatial Asset Intelligence, can reveal new dimensions of investment risk. If your organization has data that could offer a new perspective, we’d welcome the opportunity to explore a collaboration.

About your data

About your organization