PetFinderNetwork.org · TailTracker Lost Pet Finder Network

Inside the TailTracker Lost Pet Recovery Engine

At the core of PetFinderNetwork.org is the TailTracker LPRS Engine – a privacy-first system that combines mobile apps, behavioral prediction, and a live command center to coordinate every recovery mission.

LPRS Engine Behavioral GPS Command Center Finder Network

High-Level Architecture

Think of TailTracker as three coordinated layers working together: field devices in the community, an intelligence engine that makes sense of the data, and a command center that directs people where they are needed most.

Layered System Diagram

From left to right: the people in the field → the intelligence engine → the command decisions and outcomes.

Layer 1 · Field
Owner & Finder Devices
  • Pet Owner App: panic button, pet profiles, posters
  • Finder App: mission alerts, sighting reports, poster pins
  • GPS & camera inputs (with strict privacy controls)
Layer 2 · Intelligence
LPRS & Behavioral GPS
  • Breed & temperament-informed behavior models
  • Search rings & high-probability zones
  • Sighting queue de-duplication & confidence scoring
Layer 3 · Command
Recovery Command Center
  • Live mission map (poster pins, sightings, teams)
  • Assignment console for Delta Team Leaders
  • After-action reports & training feedback loops

Data flows from the field into the intelligence layer, then into the command center – and back out as precise assignments and updated search zones.

Key Components

The system is modular. Each piece can be improved over time without breaking the whole, while all of them work together during a live mission.

Field Apps

Pet Owner & Finder Apps

React Native apps handle emergency activation, pet profiles, and finder missions. Owners trigger alerts; finders receive assignments, submit sightings, and drop poster pins tied to the mission.

Command

Recovery Command Center

A web-based console gives Delta Team Leaders a single operational picture: live missions, sighting queue, volunteer locations, and weather and hazard overlays for decision support.

Intelligence

LPRS Engine & Behavioral GPS

The Lost Pet Recovery System (LPRS) applies evidence-based behavior science to mission data, generating dynamic search rings and priority zones that update as new sightings arrive.

Data & Safety

Privacy-First Data Layer

Firestore stores mission and profile data with strict role-based rules. Volunteer locations are blurred for peers, sighting data auto-expires, and family contact info is masked in public channels.

Data Flow in a Typical Mission

During a live case, information moves in a tight loop between the field and the command center. This loop is what turns individual actions into a coordinated response.

Emergency Activation Pet owner taps the panic button. The app uploads the pet profile, last-seen location, and key details to the command center and Finder Network.
LPRS Engine Generates Search Rings The engine calculates dynamic search rings based on species, breed, temperament, terrain, and time since escape, then proposes initial mission zones.
Finder Alerts & Assignments Nearby trained Finders receive push alerts and see their assigned zones, safety notes, and "do not chase" protocols in the app.
Sightings & Poster Pins Field teams submit sighting reports and drop poster pins. Each update hits Firestore and appears in the command center in seconds.
Command Center Triage Delta Team Leaders review the sighting queue, mark reports as unverified / probable / confirmed, and adjust search rings and assignments accordingly.
Capture, Vet Check & Reunion Once safely contained, the pet's status flips to "recovered," the mission closes, and data is summarized for training, analytics, and future model improvements.

Want to see how this feels from the field?

Walk through the step-by-step sighting protocol that every TailTracker Finder uses to turn "eyes on" into a safe, controlled reunion.

View the Sighting Flow