Cross-Engine Awareness Layer

Cascade Correlation

A shared observational layer that links live alerts across every LOOQOE kinetic engine — grouping simultaneous signals into explainable possible incidents so operators see the whole picture, not just isolated alarms.

Before

Each engine monitors its own domain and raises alerts independently. During a cross-domain event, an operator sees a wall of separate alarms with no indication they are connected.

With Cascade Correlation

The same alerts are grouped into a short list of possible incidents, each with the exact criteria and contributing readings that linked them — so the operator understands the situation, not just the noise.

Correlation Criteria

Temporal Proximity

Readings from different engines that occur within a narrow time window are candidates for the same unfolding event.

Shared Sector

Alerts flagged in the same regional or network sector across engines are linked, since cross-domain cascades often share a geographic footprint.

Severity Clustering

Elevated or rapid-response directives that co-occur are grouped, because simultaneous critical signatures across domains signal a systemic event rather than isolated anomalies.

Design Principles

Read-Only by Design

Cascade Correlation never issues directives, never takes control, and never overrides an engine's human-in-the-loop approval mode. It observes and explains only.

Deterministic, Not Predictive

Every incident is built from checkable rules — no machine learning inference, no probabilistic guessing. The exact criteria that linked a group are shown alongside it.

Explainable Provenance

Each grouped incident lists the exact readings, engines, timestamps, and correlation criteria that formed it, so an operator can audit why alerts were linked.

See It Live

Cascade Correlation is active in the National Kinetic Command dashboard, where the unified alert feed, cascade incident list, and dependency map are available to authorized institutional stakeholders.

National Kinetic Command