How SOC-AI Works
A seamless integration of AI intelligence and automated execution
Ingest & Detect
Logs and alerts are forwarded via Webhook API from your existing systems (Firewall, AWS, SIEM tools). Real-time detection with minimal latency.
Triage & Decide
Oumi AI Agent structures raw data, determines severity using ML models, and selects optimal Kestra workflows for automated response.
Execute & Learn
Kestra executes precise remediation actions. Analyst feedback continuously trains the AI via Reinforcement Learning for improved accuracy.
Built for Enterprise SOC
Advanced features designed for modern security operations
Oumi Reinforcement Loop
Analyst corrections (DPO/RLHF) are captured via the feedback modal, ensuring the AI constantly learns from superior human judgment.
Structured Groq Triage
We use Zod schemas and Groq's low-latency performance to generate reliable, structured Incident JSON, bypassing messy text outputs.
Kestra Execution Guardrails
Automated actions are auditable, verifiable, and controlled by Kestra flows, providing a secure bridge between AI decision and production systems.