Features
56 real-time map overlay layers
Conflict tracking from ACLED and UCDP
Satellite fire detection from NASA FIRMS
Earthquake monitoring from USGS
Aircraft tracking via OpenSky Network
Ship AIS positions from AISStream
Macro data from FRED, IMF, and BIS
Correlation engine fusing geopolitics, shipping, macro, markets, weather, infrastructure, cyber, and country risk
Six specialized dashboards (World, Tech, Finance, Commodity, Energy, Happy)
AI-synthesized country briefings
Scenario engine for supply chain stress testing
MCP server for Claude and GPT integration
Self-hosting via Docker/Podman (AGPL-3.0)
Public iframe map for embeds
Solar-powered rover with controlled illumination
Per-plant high-resolution imaging across growing season
AI-powered pest, weed, and disease detection per plant
Real-time plant growth monitoring
Automated yield forecasting from imagery and environmental data
Crop phenotyping via computer vision (leaf size, biomass)
Quality inspection for fruits and vegetables
Food waste reduction analytics
Integration of satellite, weather, and soil data layers
Multi-angle image capture with controlled rolling speeds
Machine learning to identify plant-environment interaction patterns
Data collection in muddy fields and bright sunlight
Terabyte-scale image datasets per field
Controlled rolling speeds and sophisticated sensors
