The Outdoor Health
Intelligence Platform
GOES translates environmental data into actionable, medically-validated safety guidance. Here’s how it works.
From Environmental Data to Actionable Intelligence
Every weather app can tell you it’s 103 degrees. Only GOES compounds and translates environmental signals to tell you which risks pose an issue, and exactly what to do about it. Here’s how closing the Outdoor Health & Safety Gap works.
We Monitor
GOES aggregates real-time and forecasted environmental signals from atmospheric, solar, air quality, terrain, and biological data sources. For any location on Earth, at any time.
We Translate
Proprietary algorithms developed by 27 wilderness medicine physicians compound signals into composite metrics, map them against medically-validated thresholds, and score the resulting risk.
We Guide
Heat Illness
Implement mandatory 15-minute rest cycles. Hydration stations required within 200ft of all work areas.
Delivered to field personnel
Categorical risk scores are paired with severity-stratified medical guidance. Designed for non-medical personnel to drive safe behavior, and mitigate health risk.
Finding the Environmental Signal in Noise
Signal monitoring is much more sophisticated than data aggregation. GOES categorizes signal data into four categories to generate useful, focused, and medically-validated, outdoor health intelligence. GOES is data-source agnostic: upstream providers can be swapped or supplemented based on coverage, partner requirement, or data resolution needs.
Raw Environmental Signals
Direct measurements from data sources: atmospheric, solar, terrain, air quality, precipitation, and temporal patterns.
Compound Signals
Algorithmically combined metrics. WBGT uses a physics-based formula to approximate heat stress on the human body. Modified Wind Chill incorporates recent precipitation because wet cold is far more dangerous than dry cold.
Contextual Signals
Location and time-dependent patterns that modify risk assessments. Wildlife seasonal activity cycles, plant growth ranges and toxicity levels, geographic species distribution, and real-time NWS severe weather alerts.
Organizational Inputs
Enterprise customization variables that configure the intelligence for specific operational contexts. These inputs are what transform generic risk data into guidance calibrated for YOUR workforce.
CORE API: The Environmental Risk Intelligence Engine
GOES CORE API is the environmental risk intelligence engine that powers the entire platform. Partners provide a location and relevant context: activity type, biometrics, work intensity, acclimatization status, personnel factors. CORE returns not just conditions, but what those environmental conditions mean for human safety, and exactly what to do about it.
Under the hood, proprietary algorithms compound real-time and forecasted environmental signals against physiological thresholds developed by wilderness medicine physicians. The result is best-in-class accuracy tuned to the human body, not just the atmosphere. The resulting medical-grade insights and guidance can be ported directly into an existing native experience, or leveraged for a purpose-built GOES MODULE.
WBGT (Wet Bulb Globe Temperature): a physics-based estimate of heat stress on the human body.
91°F WBGT exceeds OSHA’s recommended action limit for heavy labor.
Heat Illness
CRITICAL
Stop outdoor work immediately. Move all personnel to shaded, ventilated areas. Mandatory cooling protocol. Hydration stations required within 200ft of all work areas.
AGGREGATE
Signal Collection
CORE aggregates raw environmental signals from multiple data sources for the target location.
COMPOUND
Signal Combination
Raw signals are combined into composite metrics using proprietary physics-based algorithms.
MAP
Physiological Interpretation
Compound signals are mapped against medically-validated physiological thresholds.
SCORE
Risk Categorization & Guidance
Impact is converted into categorical risk levels with severity-stratified guidance.
Growing From Risk to Readiness
CORE API features a growing set of environmental health risks. With real-time assessment and multi-day forecasting GOES expands your operational readiness horizon, helping your organization move from reactive to ready.
Activity Intelligence: Environmental Data to Outdoor Safety Intelligence
Safety managers need actionable insight specific to their domain, not a list of data to manually pair with static safety protocols. GOES Activity Intelligence is the difference between a dashboard of disparate data readings and a co-pilot providing medical-grade guidance on what matters for the operation, right now and over the next 8 days.
Activity Intelligence consolidates all environmental risk scores, NWS weather alerts, and contextual factors into a single personalized safety briefing calibrated to the specific activity, location, and even a personnel profile.
For today's concrete pour at the Riverside site, environmental conditions present significant heat risk. WBGT levels will exceed critical thresholds between 11am and 4pm. Mandatory cooling protocols should be in effect, with 15-minute rest cycles in shaded areas. Air quality is moderate due to regional wildfire smoke. N95 masks recommended for prolonged outdoor exposure. Lightning risk increases after 2pm.
EDGE: Putting Outdoor Health Intelligence to Work
While CORE identifies environmental risks, EDGE provides the actionable guidance. Physician-authored content covering everything from heat illness protocols to tourniquet application. All field-tested. All offline-ready.
Every piece of content in the EDGE library has been authored or validated by the world’s largest collection of wilderness medicine physicians. Leading experts covering everything from altitude illness to snakebites. This is not crowd-sourced safety advice. This is clinical expertise, made accessible.
Training Content
Prepare and Prevent
Structured visual and text-based learning modules covering overview, prevention, symptoms, and treatment. Spanning six domains: Injury, Illness, Terrain, Animals, Training, and Natural Disasters.
Interactive Protocols
Assess and Decide
Interactive yes/no decision trees guiding untrained responders through real-time emergency assessment and response. Authored by wilderness medicine physicians, presented in an avatar-based guidance format.
Offline Guides
Step-by-Step
Step-by-step procedural instructions for field interventions: CPR variants, splinting, wound care, tourniquet application, bleeding control. Visual-heavy with illustrations. Functional without connectivity.
Offline Triage
Severity Assessment
Body-region organized, symptom-based assessment categories helping untrained responders determine severity when communication with medical professionals is unavailable. Covers 14 assessment categories.
Rapid Outdoor Medical Authority? Ask Lepius AI.
Lepius AI is not a general-purpose language model pointed at medical literature. It’s a proprietary AI trained exclusively on GOES’ corpus of 100+ physician-authored protocols. Lepius AI understands the clinical reasoning patterns, severity escalation logic, terminology, and treatment hierarchies that our outdoor medical physicians have refined over years of field practice.
The result is an engine that supports the creation of hyper-specific medical content, just for your organization’s needs, indistinguishable from physician-authored work. Every output routes through a medical professional review process before deployment.
Lepius AI writes. The doctor validates. Your people are safe.
Traditional Authoring
With Lepius
Proprietary training data, continuous physician feedback, and a wide variety of use case applications mean Lepius AI gets better with every custom protocol it generates.
New Protocols
Generate complete safety protocols from a topic brief.
Industry Adaptation
Tailor content for construction, mining, agriculture, or utilities.
Localized Content
Guidance specific to regional hazards and local species.
Compliance
Documentation aligned to OSHA, NIOSH, and MSHA standards.
Multilingual
Translate safety content for multilingual workforces.
Building the Perfect Safety Stack.
GOES is built in two layers: an Engine Layer that creates outdoor health intelligence, and an Application Layer that delivers it. Partners can integrate at either layer depending on their needs.
Industry-configured packages combining CORE intelligence, EDGE content, and Lepius customization into turnkey deployments.
What’s Inside Every MODULE
Environmental Risk Intelligence Engine
Physician-Authored Medical Content
Learn moreAI Content Engine
Different industries need different operational wrappers. Same outdoor health intelligence engine underneath.
Choose Your Integration Path
API Integration
Embed outdoor health intelligence directly into your platform. Single API, consistent JSON responses. 8 days from API key to production.
{ "risks": {
"heat_illness": { "level": "HIGH" },
"lightning": { "level": "MEDIUM" },
"air_quality": { "level": "LOW" }
}}Enterprise MODULE
Deploy a turnkey solution configured for your industry. CORE + EDGE + compliance + team management. See SiteSafe demo.
