How Hyundai AutoEver Built an Automated Incident Response Agent for Big Data Clusters with Amazon Bedrock

Hyundai AutoEver’s Data Platform Technology team built an AI agent to automate big-data cluster incident response during a hackathon.

The workflow, based on LangGraph, connects Amazon Bedrock, OpenSearch, and PostgreSQL to handle alert detection, log search, and root-cause analysis.

It automates parts of diagnosis and reporting, helping speed up response and reduce dependence on individual engineers’ experience.

The project highlights how AI agents can standardize 24/7 operations and preserve incident-response knowledge.