How Circle K accelerated DevOps incident triage to under 15 minutes with Amazon Bedrock
Summary
- Circle K deployed an agentic AI system using Amazon Bedrock to automate DevOps incident triage across 17,200+ retail stores.
- The architecture initially used Amazon Bedrock Flows, parallel specialized agents, and Amazon OpenSearch Service before migrating to Amazon Bedrock AgentCore Runtime.
- Specialized agents autonomously query AWS resources, logs, traces, internal knowledge bases, and GitHub repositories to investigate alerts.
- The system delivers a structured root cause summary and remediation steps to Slack within 5 to 15 minutes of an alert firing.
- Circle K reduced its mean incident triage time by 67 to 75 percent, down to under 15 minutes.
Why it matters
Demonstrates how retail enterprises can leverage managed foundation model platforms and agentic workflows to dramatically reduce DevOps toil and incident response times at scale.