Insights / Platform

How the utility actually works.

Technical perspectives on identity resolution, predictive intelligence, and the governed data layer that connects everything.

Platform 8 min read

From Reactive Intervention to Early Warning: The Case for Predictive Community Intelligence

The data that predicts crises exists in separate systems across education, health, and social services. When connected, it reveals vulnerability before crisis—without surveillance.

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The Identity Resolution Gap: Why Government Systems Can't Find the Same Person

A child tracked by the health system at age two disappears from every government database by age eight. The data to find them exists across education, social services, and civil registry systems — but no agency can query across the boundaries. The gap isn't missing data. It's missing connection.

March 10, 2026 8 min read

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