Stochastic Detection Technology

Detecting What Others Miss

Real-time anomaly detection for complex, multi-sensor environments. Physics-based. Training-data-free. Edge-deployable.

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Stochastic Anomaly Theory

A fundamentally different way to find anomalies in sensor data — no training sets, no labeled data, no retraining cycles.

Ab Initio Detection

Works from first principles using physics-based statistical signatures. No pre-collected training datasets required — effective from day one against novel targets.

Multi-Probe Analysis

K=6 independent statistical probes analyze every sensor tile simultaneously. Redundant, orthogonal detection channels minimize false negatives and false positives.

Dual-Filter Architecture

Anomaly detection and classification in a single pass. The engine doesn't just find anomalies — it categorizes and prioritizes them in real-time.

Multi-Sensor Fusion

Native ingestion of EO/IR, Radar, RF, Acoustic, ADS-B, and Remote ID. Correlated detections across modalities reduce ambiguity and increase confidence.

Proven Capabilities

Benchmarked on multi-modal sensor sequences with full tracking pipeline.

17 FPS
Processing Speed
56ms
Median Latency
98.1%
Class Stability
<400ms
Confirmation Latency

Kalman Tracking

Multi-target tracking with automatic lifecycle management — birth, update, coast, and termination handled seamlessly.

Threat Prioritization

Ranked alert feeds with time-to-zone estimation. Operators see the most critical threats first with evidence packages.

Edge-Ready

Designed for NVIDIA Jetson deployment. Compact enough for forward-deployed nodes, powerful enough for multi-sensor fusion.

4-Layer Architecture

From strategic intelligence to fused operator picture — a complete detection pipeline.

1

Strategic Intel

Threat landscape awareness from open-source intelligence feeds

2

Local Detection

Multi-sensor ingestion at the tactical edge

3

EO/IR Confirmation

Stochastic anomaly analysis with classification

4

Fused Picture

Correlated, prioritized operator feed with evidence

90-Day Pilot Available

Ready to see what stochastic anomaly detection can do for your environment? Let's talk.

info@anomalies.us