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TutorialsAWS Machine Learning Blog· Marek Klatowicz·· 11 hours ago

Circle K Cuts DevOps Incident Triage to Under 15 Minutes with Amazon Bedrock

How Circle K accelerated DevOps incident triage to under 15 minutes with Amazon Bedrock

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What happened

Circle K built an automated incident triage system on Amazon Bedrock that investigates alerts with agentic AI and posts structured summaries to Slack within minutes. Since deploying it, the company reduced mean triage time to under 15 minutes, a 67–75 percent reduction based on internal incident-response metrics. Circle K operates more than 17,200 convenience and fuel retail stores across 27 countries.

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See the full storyCircle K Cuts DevOps Incident Triage to Under 15 Minutes with Amazon Bedrock

The story so far

Circle K built an automated incident triage system on Amazon Bedrock that uses agentic AI to investigate alerts and post structured summaries to Slack within minutes. According to the company's internal incident-response metrics, mean triage time has since fallen to under 15 minutes, a reduction of 67–75 percent. The system is used by Circle K's DevOps incident response, and the retailer operates more than 17,200 convenience and fuel retail stores across 27 countries.

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