Everything we build connects back to a single foundational dataset — verified, continuously updated, and made available to everyone who needs it.
Our multi-agent AI system continuously monitors Naloxone access sites, scores data confidence, predicts when records go stale, and escalates uncertain cases to human reviewers — keeping the dataset alive and accurate at scale.
A novel computational architecture for optimizing Naloxone distribution at the population level. LUCENT transforms our live dataset into actionable allocation recommendations — helping states and health systems decide where supply needs to go next.
The consumer-facing map powered by both. Every search, every pin, every verified site runs on the infrastructure above — delivering real-time accuracy to anyone who needs it, anywhere.
We track places, not people. No accounts required, no personal data collected, no exceptions.
Stale data is dangerous. Our AI verifies continuously so what you see reflects what's actually there.
Every system we build is designed with and tested by the people who use it — not just for them.
We publish our pilot results, share our methods, and co-author research with academic partners.
Accessible on any device, in plain language, with no barriers to the people who need it most.
The same infrastructure that powers New Haven can power any city. That's the point.
Glowhopper
Closing the gap between people in crisis and life-saving Naloxone access
We build in the real world