Real-Time Anomaly Detection

Streaming Detection

Process millions of events per second with compiled scoring functions.

def score_event(event, model):
    features = extract(event)
    return compiled_score(features, model)

Adaptive Thresholds

Update thresholds dynamically based on recent behaviour.

Alert Suppression

Compile alert deduplication and grouping logic.