Adaptive operational intelligence for interacting mountain systems
A shared operational shell for cascading hazard intelligence, terrain state awareness, seismic trigger interpretation, simulation orchestration, and adaptive response workflows.
Live Alert Feed
Polling `/api/v1/alerts` every 15 seconds
Live contract
Region `khumbu-west` last updated at `2026-05-10T00:00:00Z`. This panel is the first client-side operational island in the `/ops` subtree.
alert-0011
Seismic trigger candidate with elevated downstream amplification potential. Review cascade and ETA products.
high
Confidence
79%
ETA
53 min
Escalation
operator-review
Validate seismic classification against terrain context.
Review cascade graph and sediment amplification layers.
Prepare downstream ETA communication draft.
Operational Alerts
Confidence-aware warning and escalation workflow
This view will convert interacting-system evidence into operator-facing alerts, ETA messages, uncertainty-aware recommendations, and acknowledgment workflows.
Current Contract Snapshot
The current alert contract exposes alert-0011 as a high severity alert with 79% confidence and unacknowledged state.
Severity
high
Escalation path is operator-review.
Confidence
79%
Uncertainty currently carried as 29%.
ETA
53 min
Downstream arrival estimate embedded directly in the alert payload.
Action 1
Validate seismic classification against terrain context.
Seismic trigger candidate with elevated downstream amplification potential. Review cascade and ETA products.
Action 2
Review cascade graph and sediment amplification layers.
Seismic trigger candidate with elevated downstream amplification potential. Review cascade and ETA products.
Action 3
Prepare downstream ETA communication draft.
Seismic trigger candidate with elevated downstream amplification potential. Review cascade and ETA products.
Planned outputs
Alert queue by severity and confidence
Recommended actions and escalation level
Downstream ETA warning cards
Acknowledgement and audit state
Primary data sources
Adaptive early warning engine outputs
Cascade and seismic event streams
Simulation summaries
Operator acknowledgement log
Implementation workstream
Polling is now live against the same-origin alert contract. The next upgrade is websocket or SSE transport plus acknowledgement mutation routes and audit history.