Circle K cuts incident triage time to under 15 minutes with Amazon Bedrock
Circle K, which runs more than 17,200 stores in 27 countries, built an automated incident‑triage system on Amazon Bedrock. The solution uses Bedrock Flows and later Bedrock AgentCore to orchestrate agents that query AWS resources, OpenSearch logs, and GitHub repositories, then generate a structured Slack summary for on‑call engineers.
Key points
- Circle K reduced mean incident triage from 45–60 minutes to under 15 minutes, a 67–75 percent drop.
- The system uses Amazon Bedrock Flows then migrates to Bedrock AgentCore for longer sessions up to 8 hours.
- Slack summaries are delivered in 5–15 minutes, giving engineers a structured root‑cause and remediation steps.
After deploying the AgentCore version in April 2026, the team’s internal metrics show mean triage time fell from 45–60 minutes to under 15 minutes – a 67–75 percent reduction. Simple alerts are summarized in 5–8 minutes, while complex multi‑service incidents finish within 15 minutes. Engineers now receive consistent, actionable summaries that speed escalation, reduce false‑alarm handling, and standardize incident response across the organization.
How Circle K accelerated DevOps incident triage to under 15 minutes with Amazon Bedrock
AWS Machine Learning Blog · 2 November 2026
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This text was published by AWS Machine Learning Blog and written by Marek Klatowicz. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗
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