What researchers learned about building an LLM security workflow

Security operations centers are running into the same wall everywhere. Detection tools generate more alerts than analysts can work through, and the early stages of any investigation involve pulling together logs from several sources to decide whether something is worth escalating. Vendors have spent the past two years pitching LLMs as the answer, with a steady stream of copilots and AI assistants aimed at alert triage.