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Ummanitarian Insights — Page 4

A data reporting dashboard displayed on a laptop screen, showing multiple KPI charts and metrics Disaster Response · Indonesia

The Dashboard Delusion: What Years on the Ground Have Taught Me About AI and Disaster Response in Indonesia

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AI dashboards, satellite mapping, and outbreak prediction are transforming Indonesia's disaster response on paper. After years working disasters from Palu to Aceh, IHSC's Putro S. Muhammad argues the real bottleneck is the “last-mile trust gap” between what a screen shows and what local responders can act on.

June 2026 · Ummanitarian Insight

About Ummanitarian Insight

This publication shares perspectives from Ummanitarian's advisory network — practitioners, researchers, and policy thinkers working at the intersection of humanitarian action, public health, and disaster preparedness. Our aim is to make serious ideas readable, and field experience useful beyond the field.