AFTERSHOCK
The decision layer between a damage grade and knowing who to send first.
What they built
On 24 June 2026 two major earthquakes struck Venezuela 39 seconds apart. Satellite damage assessments and seismic data were published quickly, but the team found the gap sat one step later: the hard part is not understanding what was damaged, it is deciding what to do next.
AFTERSHOCK is a spatial decision-support prototype built on real data from those earthquakes. Three agents each rank the same buildings differently. A medical agent orders them by structural damage severity for search and rescue. A machinery agent combines severity with spatial clustering, so equipment gets deployed where it can cover the most ground. A coordinator agent reconciles the two when they disagree.
The result is an interactive dashboard where a responder switches between perspectives and sees why each ranking came out the way it did, rather than being handed one universal priority list and asked to trust it.