Executive Summary VMRay strengthens the AI-enabled SOC by delivering high-fidelity, fact-based threat intelligence that powers accurate, explainable, and actionable AI outcomes. Better AI decisions: High-quality sandbox & TI data for training and enrichment. Explainable alerts: Human-readable evidence grounds AI in reality. Smarter triage: Verdicts and risk scores prioritize the right