RECREATION INTELLIGENCE

Every location hasa story to tell

We partner with government agencies, land managers and conservation organizations to unlock strategic insights from recreation data, enabling evidence-based decisions to strengthen our cultural, economic and environmental relationship with the outdoors.

CapabilitiesPrivacy-first methodology
A TEAM TRUSTED BY LEADING AGENCIES
NASA logo
NASA
USAID logo
USAID
USDA logo
USDA
US Forest Service logo
US Forest Service
Aerial view of protected landscapes
CAPABILITIES

Four pillars of
Recreation intelligence

Raven blends mobile, economic and earth observation data for land managers to improve the recreation experience and its impact on the natural world.

01

Visitor Origins & Access Patterns

Comprehensive drive-time analysis and catchment mapping reveal where outdoor recreation visitors originate, enabling targeted outreach and infrastructure optimization for parks, resorts, conservation organizations and recreation facilities. Our algorithms process millions of GPS points to understand regional draw patterns and accessibility barriers.

Drive-time modelingCatchment analysisAccess optimization
02

Recreation Demographics & Economic Trends

Deep demographic insights including age, race, and socioeconomic patterns help ensure access to outdoor recreation opportunities and improve insights on what people are looking for in their outdoor experiences. We are able to identify both underserved communities and communities with high visitation to optimize marketing, partnership and outreach strategies for land managers.

Visitor profilingEquity analysisCommunity outreach
03

Visitor Flow & Capacity

Sophisticated analysis of visitor duration and concentration patterns enables optimal capacity management across trails, campgrounds, ski slopes, and other popular recreation destinations. Real-time processing identifies hotspots and predicts overcrowding before it occurs. These analytics help inform targeted communications and partnerships that improve safety and recreation's impact on wildlife, ecosystems and local economies.

Flow analysisCapacity modelingHotspot identification
04

Seasonal & Peak Demand Forcasting

Advanced temporal analysis reveals seasonal, daily, and hourly recreation trends with predictive capabilities for proactive management of parks, resorts, and outdoor facilities. Machine learning models forecast visitor patterns with 94% accuracy.

Seasonal forecastingPeak predictionDemand modeling
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Grand Canyon National Park
01

Visitor Origins & Access Patterns

Visualizing recreation patterns across protected landscapes

The platform

Raven blends movement, economic and earth observation data to help land managers improve the recreation experience.

Privacy-first methodology

Our approach combines cutting-edge data science with rigorous privacy protection. We believe in transparent, ethical analytics that respect individual privacy while delivering unprecedented insights for outdoor recreation and conservation management.

Differential privacy

Mathematical guarantees protecting individual privacy in all aggregate analyses through advanced noise injection techniques.

Open source foundation

Built on proven open technologies ensuring transparency, auditability, and long-term sustainability for government partners.

Flexible deployment

Cloud, on-premise, or hybrid solutions maintaining complete data sovereignty and compliance with federal requirements.

Continuous validation

Rigorous testing and validation protocols ensure accuracy and reliability across diverse geographic and temporal contexts.

Enterprise security

Government-grade infrastructure

Compliance standards

SOC 2 Type IICertified
FedRAMPIn Progress
GDPRCompliant
CCPACompliant

Ready to unlock recreation insights?

Partner with us to transform outdoor recreation data into strategic intelligence for parks, resorts, conservation and recreation facility management.

Contact usLearn More