Projects

Live - MVP

HIP

Humanitarian Intelligence Platform

Aggregates and synthesizes crisis data from global humanitarian sources, surfacing accountability gaps, data quality issues, and aid distribution anomalies. Built with Claude AI for narrative synthesis and Cloudflare for edge delivery.

Pilot Fit

A good pilot would focus on one crisis, geography, or data source family and test whether structured monitoring improves situational awareness or partner coordination.

Who It Serves

Humanitarian response teams, civic technologists, researchers, funders, and organizations monitoring global crisis signals.

Themes

Crisis intelligenceClaude AIAccountability gapsEdge delivery

Shared Process

From fragmented inputs to usable outputs.

01

Ingest global humanitarian sources

02

Normalize crisis data

03

Synthesize narratives

04

Surface anomalies