◈ THE PLATFORM
Systems for human-centered outcomes.
Every Fox Haven product runs on a shared platform, four interoperable layers that let civic, healthcare, and community teams operate at the speed of the problem, not the speed of paperwork.
◉ LAYER 01
CIVIC INFRASTRUCTURE
Resilient systems. Smarter communities.
A connective tissue that lets cities, healthcare providers, and community organizations share signals without sharing silos. We integrate cooling-center status, hydration-station inventory, shelter capacity, transit pulses, and resident-facing notifications into one operational picture.
- 01Open data ingestion from city, county, and partner systems
- 02Resident-facing services routed through privacy-preserving APIs
- 03Field-tested in Phoenix, designed to travel to any heat-stressed metro
◉ LAYER 02
POPULATION FLOW
Urban activity pulse from public signals.
Real-time understanding of where people are moving, where pressure is building, and where help should land, built only from public, aggregated, and consented signals. Population Flow turns scattered observations into something an operator can act on in the next ten minutes.
- 01Aggregated mobility, transit, and event signals, never individual tracking
- 02Heat-stress overlays mapped to neighborhoods, not zip codes
- 03Operator dashboards designed for the people doing the work
◉ LAYER 03
AI CONCIERGE
Ask. Understand. Get things done.
A conversational layer that meets residents where they already are, text, web, or in person at a partner site, and routes them to the right resource without forcing them through a directory tree. Concierge is honest about what it does not know and escalates to a human the moment that matters.
- 01Multilingual by default, English, Spanish, and growing
- 02Grounded in your partner network, not a generic LLM with no context
- 03Human-in-the-loop escalation for clinical, legal, or safety-critical asks
◉ LAYER 04
OPERATIONAL WORLDS
Design, simulate, and operate living worlds.
A simulation layer for the operations teams behind every Fox Haven deployment. Run a scenario before committing to it. Model what happens when a cooling center goes offline at 2pm on a 116°F day. Stress-test the staffing plan before the heat dome arrives.
- 01What-if simulation against real population and infrastructure data
- 02Scenario libraries for heat emergencies, outages, and surge events
- 03Pipes directly into Civic Infrastructure for live operations
◉ HOW WE BUILD IT
Four engineering principles. No exceptions.
How Fox Haven decides what to ship and what to leave on the cutting-room floor. These are the constraints we apply before anything reaches a partner.
- AI-native, not AI-bolted-onThe platform is designed assuming reasoning models exist. Every layer accepts natural-language intent, every operator surface has a Concierge built in.
- Privacy is a preconditionWe use aggregated and consented signals only. Individual location data never leaves the partner system. We can prove what we ingest and what we do not.
- Open by defaultSchemas, methods, and as much code as we can responsibly publish flow back to partners. Every Phoenix deployment makes the next city cheaper.
- Right-sized computeWe optimize for the cheapest model that gets the job done well. No frontier-model bills for things a fine-tuned small model handles in 200ms.
◉ NEXT
Want to build on the platform?
Whether you’re a city ready to pilot, a healthcare system looking to plug in, or a business that needs the AI services for your own operations, every door starts with the same conversation.