Understand this story
Circle K built an agentic automated incident triage system based on Amazon Bedrock. According to an article published by AWS Machine Learning on November 3, 2026, the system reduced the average triage time for DevOps incidents to under 15 minutes, a reduction of 67–75% according to internal team metrics. The system flow is as follows: Grafana alerts trigger AWS Lambda via Amazon SNS and Amazon SQS to invoke Amazon Bedrock Flows, which dispatches multiple specialized agents in parallel to query logs and infrastructure, and then pushes a structured summary to Slack; it has since been migrated to Amazon Bedrock AgentCore. There are currently no further developments.
AI-generated from public reports
Latest development · Report
How Circle K Cut DevOps Incident Triage to Under 15 Minutes with Amazon BedrockDevelopments
1 confirmed developments
Circle K builds automated incident triage system with Amazon Bedrock
Source:AWS Machine Learning
Reports and discussion timeline
Browse reports and discussion by time. Their evidence levels remain distinct.
Nov 3
AWS Machine LearningFirst-party
How Circle K Cut DevOps Incident Triage to Under 15 Minutes with Amazon Bedrock
Circle K built an agentic automated triage system with Amazon Bedrock, reducing average DevOps incident triage time to under 15 minutes—a 67–75% reduction according to internal team metrics. In the system, Grafana alerts trigger AWS Lambda via Amazon SNS and Amazon SQS to invoke Amazon Bedrock Flows, which orchestrates multiple specialized agents in parallel to query logs and infrastructure, and pushes structured summaries to Slack; it has since migrated to Amazon Bedrock AgentCore.