Tools built from
experience in the field.
GEMS-AI develops practical tools for disaster recovery professionals and explores how geospatial intelligence can improve the way we understand disaster impacts.
NASA / ISS imagery · Earth observation context · Not a GEMS-AI output
Different tools.
A shared purpose.
Make field work easier, bring disaster information into view, and investigate better ways to assess damage.
Mileage Tool
A focused workflow for calculating work travel mileage and preparing documentation after site visits and appointments.
Explore Mileage ↗Crisis Watcher
An event dashboard that brings disaster reports, severity filters, and links to original sources into one place.
Explore Crisis Watcher ↗Hermes
Geospatial and computer vision technology being developed to help interpret post-disaster structural damage imagery.
Explore Hermes ↗See the event.
Follow the source.
Disaster information is spread across different sources. Crisis Watcher brings event reports into a single interface, with severity filters and links back to the source material.
Its current report feed includes earthquake and tropical cyclone entries attributed to sources such as USGS and GDACS.
Open Crisis WatcherEvent reports.
Severity filters.
Source links.
The work comes first.
GEMS-AI grew from experience in disaster recovery: site visits, documentation, and the practical problems that take time away from the work itself.
We build around those problems. Sometimes that means a focused mileage tool. Sometimes it means bringing event information together. With Hermes, it means exploring what imagery and computer vision could add to damage assessment.
More about GEMS-AI ↗A better view of
disaster damage.
Hermes explores how aerial imagery, computer vision, and GIS could work together to identify possible structural damage and support an analyst’s review.
The broader vision includes post-disaster imagery workflows, damage mapping and reporting, and future infrastructure vulnerability analysis. Each requires development and validation before it becomes an operational offering.
Explore the Hermes vision and development areas ↗- Bring imagery into a geospatial context.
- Investigate signs of structural damage.
- Organize observations for human review.
- Explore useful mapping and reporting outputs.
Development direction, not a currently available deployment service.