DeoSignal pharma-grade anomaly detection with CUSUM, EWMA, Hotelling T², PCA, Monte Carlo, and Bayesian models

Deoyin · DeoSignal Process Anomaly Monitor
Batch mRNA-7841 · live
CUSUM (Cumulative Sum) — accumulates deviations from target to detect small, sustained drifts that point-in-time tests miss. Industry standard for pharma SPC. Upper (C⁺) and lower (C⁻) statistics plotted; breach of decision interval H flags an out-of-control state.
Detection score
CUSUM · C⁺/C⁻
Alerts fired
0
This session
False positive rate
0%
Suppressed by tuning
Active model
CUSUM
Pharma SPC · ICH Q10
Process signal stream
Nominal
Parameter
H interval 3.0
Real-time mRNA manufacturing process parameter monitoring with statistical process control.
Alert log
0 events
TimeParameterScoreSeverity
No alerts — system nominal
Signal weights
CUSUM
Decision interval H
Tight Wide 3.0
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Deoyin and Company LLC · DeoSignal v1 · mRNA-7841 LNP encapsulation · ICH Q10 compliant SPC