---
title:

New Agentic AI Translates Diverse SIEM Rules for Cyber-Defenders

date: 2026-05-05
tags: [#news, #devops ]
draft: false
---

Researchers from Singapore and China developed ARuleCon, an agentic RAG pipeline that translates security rules between incompatible SIEM platforms like Splunk and Microsoft Sentinel. By utilizing official vendor documentation and Python-based consistency checks, the tool significantly outperforms generic LLMs in maintaining semantic accuracy across complex schemas.