Everything we build connects back to a single foundational dataset — verified, continuously updated, and made available to everyone who needs it.
DATA ENGINE
RAYS
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.
AI MODEL
LUCENT
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.
PUBLIC MAP
Glowhopper Go
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.
The values that guide every decision
Privacy first
We track places, not people. No accounts required, no personal data collected, no exceptions.
Accuracy over speed
Stale data is dangerous. Our AI verifies continuously so what you see reflects what's actually there.
Community-grounded
Every system we build is designed with and tested by the people who use it — not just for them.
Transparency by default
We publish our pilot results, share our methods, and co-author research with academic partners.
Access for everyone
Accessible on any device, in plain language, with no barriers to the people who need it most.
Built to scale
The same infrastructure that powers New Haven can power any city. That's the point.