cat ./showcase.txt
Our mission is to forecast the coupled world so that free societies can foresee risk and secure a bright future. Each project below is a step towards that end.
bash ./deeploom.sh
DEEPLOOM: Planetary-Scale Forecasting ModelDeepLoom is a heterogeneous graph neural network that unifies spatial nodes (planetary physics) with entity nodes (infrastructure and economics). It's designed to learn the interactions classic models miss, producing auditable, multi-domain forecasts that anticipate cascading interactions.
bash ./weavecast.sh
WEAVECAST: Forecast Delivery PlatformThe WeaveCast Platform is the gateway to DeepLoom insights: one auth, uniform interaction schemas, and forecast layers for all usecases. Receive auditable, multi-domain outputs or inject your own data and integrate new domains.
bash ./minecart.sh
MINECART: Freight bid decision supportMineCart helps freight teams price loads with clear win, margin, and destination context, forecasting freight markets to score loads in real time. This decision-support approach directly informs how we'll model market risk in DeepLoom.
bash ./mjolnur.sh
MJOLNuR: Meteorological Joint Observations for Live Nuclear Reconnaissance
MJOLNuR Phase I is a Small Business Innovation Research (SBIR) award for developing a multi-source satellite data fusion and real-time plume modeling and forecasting system. The digital twin technology for nuclear plumes directly informs how we'll model atmospheric phenomena in DeepLoom.