Security Operations Centers face an unprecedented challenge: managing billions of daily events while maintaining detection accuracy. Traditional SIEM solutions ingest everything, leading to spiraling costs and analyst fatigue.
The Data Explosion Problem
Modern enterprises generate an average of 4.33 billion security events per day. Without pre-ingestion filtering, SIEM licensing costs can exceed 2.1M€ annually — while analysts spend 70% of their time chasing false positives.
What Pre-SIEM Changes
A Pre-SIEM layer operates upstream of your SIEM, applying intelligent filtering, normalization (OCSF/ECS), CTI enrichment, and deduplication. The result: your SIEM receives only the 20% of events that actually matter.
The Triple Vote AI Advantage
SinAShield's Triple Vote AI uses three independent ML models — SecurityBERT, ThreatClassifier, and CostOptimizer — that vote on every event. Consensus-driven routing achieves 88% accuracy with full explainability.
This approach eliminates the black-box problem: every routing decision comes with a clear justification that analysts can audit and trust.
Real-World Impact
"SinAShield reduced our SIEM ingestion costs by 58% in the first quarter while improving threat detection. The architecture paid for itself in 6 weeks."
— CISO, European Financial Services Provider
By intelligently filtering, enriching, and routing events before they reach the SIEM, Pre-SIEM transforms the economics and effectiveness of security operations. The question isn't whether to adopt Pre-SIEM — it's how soon.