LightShield SIEM

AI-Powered Security

AI-powered security operations — from intelligent triage to AI-assisted threat detection. Local-first, runs entirely on your infrastructure.

Your AI Security Analyst [BETA]

Local-first AI that runs entirely on your infrastructure. All AI features require human review before deployment.

Rule & Playbook Generation [BETA]

Describe threats in natural language. AI generates detection rules and SOAR playbooks with Sigma rule support.

Alert Triage & IOC Extraction [BETA]

Summarize alerts, explain threats, and extract indicators of compromise automatically. Prioritize what matters.

Human-in-Loop Control

AI proposes, you approve. Full control over automated actions. Nothing executes without your consent.

AI Tool Security [BETA]

Purpose-built monitoring of AI coding tools (GitHub Copilot, Cursor, Claude) with per-user behavioral baselines and cross-tool attack correlation. Detect and respond to AI-assisted security risks across your development environment.

Smart Confidence Engine [BETA]

AI-driven alert scoring that separates real threats from noise. Automatically reduces false positive alerts so analysts focus on what matters.

Self-Training Intelligence [BETA]

System continuously learns from analyst feedback. Automatic rule confidence tuning, FP pattern detection, behavioral baseline updates. Gets smarter every day.