AI & Security Operations Efficiency
Articles on AI-driven optimization of security operations, including log management cost reduction, SOC data volume tuning, alert fatigue mitigation, and operational efficiency gains through intelligent filtering and automation.
Testing Artificial Intelligence AI Cybersecurity: How to Move Beyond AI SOC Demos
Research on the evaluation of AI-driven SOC platforms, focusing on performance validation in enterprise environments, organizational context requirements, and mitigating large language model security risks under NIST and OWASP frameworks.
Don’t Flip the Auto-Pilot Switch Until Your Data Has Its Pilot’s License
Before you let autonomous SOC agents close tickets or quarantine assets, run this vendor-agnostic checklist. It covers EDR coverage gaps, telemetry freshness, business context gates, API latency, and a final readiness scorecard to prevent catastrophic automation errors.
We Cut $250K in Security Costs by Deleting Data — And Got Safer
Vensure Employer Solutions slashed SIEM costs by $250K annually by filtering low-value telemetry before ingestion — not through automation, but by questioning the assumption that more data equals more security.