ML to understand local
Population Dynamics

Empowering missions around the globe with cutting-edge geospatial data.



Fraym uses advanced machine learning models to produce high-resolution (1km2), population data for hard to reach geographies. Backed by peer reviewed scientific research, our methodologies deliver granular information on the economic, behavioral, and demographic characteristics of communities—even in remote areas. With data for over 100 countries, we help governments and organizations tackle some of the world's most pressing challenges.

"Fraym's post L4G program analysis demonstrates a clear and great ability to provide unique insights that should have had a positive effect on program management and implementation. Their Geographic representation of the most effective sites should be used to direct field staff to priority locations."

Thomas Herlehy

Ph.D., Senior Program Manager, DT Global


Interact with our geospatial human data

Government Application

Risk Assessment

Our data scientists create customized models to illustrate how human factors influence significant events. Fraym's data layers are powerful inputs for predictive analytics that improve situational awareness, resource allocation, operational planning, and more. Here, we used over 60 population indicators to anticipate which regions are most at risk for instability and violence.


Fraym explored the intersection between poverty and access to basic health services, including vaccines in 30+ countries, resulting in a data-driven positioning for the fifth Gavi fund replenishment.


Fraym supported DT Global in the close out of the USAID Feed the Future Livestock for Growth (L4G) activity in Mali by analyzing livestock owning households within the zones of influence over a five-year period, specifically providing insights on how conflict affected project implementation.



Interact with Fraym's powerful data and quickly visualize insights.


Leverage Fraym's geospatial data and expertise to quickly answer questions.

Data Layers

Bring Fraym data into your environment with technology agnostic delivery.

Designations, Subcontracts, and Contracting Vehicles

US Small Business

DUNS: 080416518

GSA Schedule 70


Map of nigeria showing the proportion of individuals in households with access to unimproved water sources

Armed groups take advantage of resource shifts amid pandemic

Map showing the decrease in employment among young men in the City of Gao, Mali

Mali Coup: Understanding Unrest Using Machine learning

How can Fraym Support Your COVID-19 Response-Social Media-2-01

How Fraym Has Helped Organizations Respond to COVID-19