The Base Interfaces of Federated Risk
To achieve a true "Federated National Risk Coordination Layer," standardizing how information is passed is more critical than the algorithms running underneath. Raw data must never be shared—only the meaning and interpretation of that data.
To govern this, we introduce three core mathematical and structural contracts.
1. The Signal Contract (Institution → Federation)
This is the single most important interface. It standardizes how a Treasury department and a Health department report stress to each other, using a common temporal and geospatial matrix.
{
"signal_id": "uuid",
"producer_org": "Ministry of Health",
"domain": "health",
"indicator": "hospital_bed_capacity",
"geo": { "level": "county", "code": "047" },
"window": { "start": "2026-04-01T00:00:00Z", "end": "2026-04-07T00:00:00Z" },
"anomaly_score": 0.85,
"trend_velocity": 0.2,
"confidence": 0.9,
"data_latency_hours": 24.0,
"quality_flags": ["missingness", "revision"],
"sensitivity": "restricted",
"provenance": { "method": "ml", "model_version": "v1.2.0" }
}
Why it matters: Notice that there is no sensitive patient data included. The federation only receives the anomaly score, trend velocity, and confidence degree.
2. The Coordination Trigger Contract (Engine → Conveners)
When the Cross-Layer Interpretation Engine detects systemic alignment across independent fields, it translates those signals into actionable triggers for the Executive layer.
{
"trigger_id": "uuid",
"time": "2026-04-08T12:00:00Z",
"geo": { "level": "county", "code": "047" },
"severity": 0.92,
"confidence": 0.88,
"supporting_domains": ["econ", "health", "infra"],
"supporting_signals": ["sig_123", "sig_456"],
"rationale": {
"convergence": 0.89,
"persistence": 0.95,
"coherence": 0.81,
"acceleration": 0.40
},
"recommended_action": "REVIEW",
"constraints": ["classified_dependencies"]
}
3. The Action & Feedback Contract (Conveners → Engine)
The system requires a closed-loop. Once a coordination trigger is escalated and action is taken, the system logs the intervention to verify if the risk actually damped over the following weeks.
{
"action_id": "uuid",
"trigger_id": "uuid",
"owner": "National Security Secretariat",
"action_type": "resource_shift",
"scope": { "geo": { "level": "county", "code": "047" }, "time_horizon_days": 14 },
"expected_effects": [
{ "domain": "health", "indicator": "anomaly_score", "direction": "down", "target_delta": 0.3 }
],
"status": "in_progress"
}
These three contracts form the backbone of cross-institutional collaboration.