AI Incident Triage

AI Incident Triage is an AI-powered workflow assistant designed to help engineering teams quickly understand and respond to system incidents, especially in high-availability environments like trading platforms. When issues occur, engineers often spend valuable time manually scanning logs, reviewing tickets, and piecing together fragmented information before they can act. Our solution streamlines this process by automatically analyzing system logs and incident reports using Gemini LLM and vector similarity search with FAISS. The platform clusters related incidents, generates clear summaries, suggests possible root causes, assigns severity levels (P1–P4), and recommends the most relevant team to handle the issue. With a simple dashboard built in React and a FastAPI backend, the system provides actionable insights within seconds. The goal is not to replace engineers, but to reduce cognitive load, accelerate triage, and improve response time, ultimately minimizing downtime and operational risk in fast-paced digital trading environments.