Edge Security
An early commercial thesis for practical anomaly detection that operates close to systems while preserving central investigative context.
One-sentence proposition
Bring efficient security intelligence closer to edge environments and escalate the right evidence for deeper reasoning.
The opportunity
Distributed systems produce more telemetry than centralized analysis can always ingest economically or quickly. The opportunity is to identify meaningful behavior near the source without losing the context required for trustworthy decisions.
The thesis
Compact temporal models can handle continuous local signals, while larger reasoning systems investigate the smaller set of events that deserve broader context. The value depends on the quality of that handoff.
Current status
This is a validating-stage direction, not a generally available product. Research, evaluation design, and customer discovery must establish where the architecture creates defensible operational value.
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