Waypoint Telemetry
Data Science Initiative

Real-Time Outdoor Visitation Analytics

Waypoint Telemetry is a privately funded data science initiative exploring real-time outdoor visitation analytics, initially chartered to study crowd trends and environmental outcomes through autonomous hardware-based telemetry.

Overview

Waypoint Telemetry deploys rugged, autonomous outdoor sensors—powered by solar and connected via cellular networks—to collect real-time visitation data in remote recreation areas.

Data is analyzed through a centralized platform to produce live metrics, historical trends, and research insights for land managers and conservation partners.

Hardware Collection

Autonomous sensors designed for remote, off-grid deployment

Data Analysis

AI-powered analytics platform for trends and insights

Core Capabilities

Real-time visitor counts

Live monitoring of visitor numbers at key access points

Usage patterns over time

Seasonal and long-term trend analysis

Peak period identification

Data-driven insights into high-traffic windows

Location-based telemetry

Geospatial data collection across multiple sites

Remote autonomous operation

Self-sustaining deployments in off-grid locations

Historical datasets

Longitudinal data for research and planning

How It Works

01

Install telemetry units

Deploy rugged outdoor sensors at key access points and recreation areas

02

Collect sensor data

Units collect periodic image and sensor data autonomously

03

Transmit via cellular

Data is securely transmitted through cellular networks to the platform

04

Process and analyze

Analytics platform processes trends, metrics, and research insights

Pilot Focus Areas

Our initial deployments focus on key outdoor recreation environments where real-time data can inform better management outcomes.

Trails and trailheads

Monitoring foot traffic at popular hiking destinations

Public fishing access points

Understanding usage patterns at water access sites

Parks and conservation lands

Supporting land management decisions with data

Remote recreation corridors

Tracking activity in backcountry areas

Hardware Concept

Our telemetry units are designed for rugged, remote deployment—compact outdoor sensors with integrated solar power and cellular connectivity for autonomous, long-term operation.

Compact Sensor Unit

Discreet, pole-mounted design with integrated solar panel and cellular modem for standalone operation

Weather resistant

Engineered for year-round outdoor deployment in harsh conditions

Solar powered

Self-sustaining energy system for remote, off-grid locations

Autonomous operation

Minimal maintenance requirements with remote monitoring

Current Status

Pilot Deployments & Research Phase

Waypoint Telemetry is currently in pilot deployments and research phases, working with early partners to evaluate data quality, applications, and long-term potential. This is an early-stage initiative focused on learning and collaboration.

Interested in collaborating?

We welcome conversations with land managers, conservation organizations, government agencies, and research partners interested in exploring pilot programs or learning more about the initiative.