PANOPTICON // METRICS // PAN-MET-005
ALL SYSTEMS NOMINAL ·
METRIC · COMPLIANCE & SAFETY

Signal Containment Time (SCT)

How quickly a safety liability is brought back under control. The longer a signal lives, the likelier it breaks into public view.

Compliance & SafetyUnit: hoursPer signal
Metric ID PAN-MET-005 Abbreviation SCT Category Compliance & Safety Unit hours Frequency Per signal Source R&D · Safety Classification INTERNAL // QUANTUM-ZONE-TASK-FORCE EYES-ONLY

Formula

Median time from an adverse-event signal crossing threshold to it being contained or re-coded.

Thresholds & Bands

BandRangeState
Fast< 24ok
Slow24-72warn
Breaking> 72crit

Why This Metric Matters

Signal Containment Time measures the Directorate's ability to neutralize adverse-event signals before they breach the controlled information perimeter. Every hour a signal remains uncontained increases the probability of external discovery, regulatory inquiry, or media exposure by a compounding factor modeled by PANACEA at approximately 3% per hour. Rapid containment preserves the integrity of the public-facing safety narrative and protects ongoing Emergency-Use Authorization coverage. This metric is the single most audited figure during post-incident reviews conducted by the Office of the Director.

Threshold Justification

The 24-hour fast-band ceiling reflects the operational window within which PANACEA models indicate a signal can be re-coded, reclassified, or suppressed before it triggers automated regulatory reporting thresholds. The 72-hour critical boundary corresponds to the historical point at which uncontained signals have, in documented cases, crossed into external media monitoring systems and become unrecoverable through standard containment protocols.

Historical Context

At program inception, median containment time exceeded 60 hours, driven by manual triage processes and fragmented reporting chains. The deployment of PANACEA's automated signal classification engine in Q2 2025 reduced median SCT to approximately 18 hours. However, containment times remain highly variable: routine pharmacovigilance signals resolve in under 8 hours, while novel or high-severity events involving BCL-3 or higher compounds can exceed the 72-hour critical window despite accelerated protocols.

Collection Method

Signal Containment Time is calculated from the moment an adverse-event data point crosses PANACEA's configurable threshold to the timestamp at which R&D Safety marks the signal as contained, re-coded, or escalated to a sealed disposition. All signal events are logged in the Synaptic Data Fabric with immutable timestamps. The reported figure is the rolling 30-day median, computed daily by PANACEA and cross-validated against the Adverse Events Suppressed ledger.

Known Failure Modes

Containment timestamps can be prematurely logged when signals are administratively re-coded before substantive containment action is complete, producing artificially low SCT readings that do not reflect actual exposure risk. PANACEA's threshold-detection sensitivity is calibrated to known signal patterns; novel adverse-event profiles may evade initial detection entirely, resulting in signals that are not captured until they are already partially exposed. During periods of high signal volume, triage prioritization can cause lower-severity signals to age past the critical window unattended, a failure mode not visible in the median statistic.

Related Metrics

← Back to Metrics