01
Predict propagation
Use graph-based learning to understand how local drought stress may influence connected downstream nodes.
GRAPHSAGE / GNN
PREDICTIVE WATERSHED INTELLIGENCE
Drought doesn't stopat one reservoir.
Understand how water scarcity propagates across connected watersheds. Predict downstream stress and help agricultural communities prepare before conditions deteriorate.
GraphSAGE modelNetwork-aware predictions
NETWORK TOPOLOGY
Watershed intelligence
NOMINAL
ELEVATED
CRITICAL
THE CASCADE PLATFORM
Your entire basin.One intelligence layer.
Explore watershed health, inspect individual nodes, identify critical locations, and understand where interventions may be needed.
CASCADE / DROUGHT IMPACT DASHBOARD
CASCADE · Drought Impact DashboardExisting product interface
BUILT FOR CONNECTED SYSTEMS
From scattered signalsto connected intelligence.
CASCADE combines watershed telemetry, graph-based prediction, and decision support to help stakeholders reason about drought as a connected system.
02
Inspect basin health
Explore connected reservoirs, sensors, and farms with node-level moisture, flow, and risk indicators.
DIGITAL TWIN
03
Prioritize interventions
Organize potential mitigation actions around water management, agricultural needs, and field monitoring.
DECISION SUPPORT
WHY IT MATTERS
Earlier insight.Better-informed action.
The goal isn't just to visualize water scarcity. It's to help people understand where it may spread and which locations deserve attention first.
Water management
Identify flow constraints and locations that may require closer monitoring.
Agricultural resilience
Understand soil moisture stress and prioritize vulnerable farming areas.
Field intelligence
Direct attention towards locations where updated observations are valuable.