01
→ Preserves model accuracy and de-risks downstream decisions by keeping synthetic or incoherent inputs out…
02
→ Suppresses low-confidence signals that cause false alerts, investigation fatigue, and misprioritized incidents, giving engineers…
03
→ Delivers forensic-level clarity for every decision: trace what happened, why it happened, and what…
04
→ Filters and routes signals based on structural confidence, without adding latency, ensuring systems only…