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ai security
Inside Elastic's agentic SOC: How we took AI alert triage from 60% to 92% accuracy
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ai security
Inside Elastic's agentic SOC: How we took AI alert triage from 60% to 92% accuracy
Elastic improved its agentic security operations center alert triage accuracy from 60% to 92% by enriching the artificial intelligence (AI) context with investigation guides, user risk data from Workday, and historical case closure patterns rather than switching models. The company deployed three specialized agents (Pattern Finder, Investigation, and Summarizer) within Elastic Workflows to analyze alerts, with analysts now able to close cases in one step when AI verdicts are reliable. The approach includes a feedback loop that lets AI agents learn from previous incorrect verdicts on the same detection rule.
Why it matters: SOC analysts using Elastic Security benefit from trustworthy AI summaries that reduce triage time and improve decision confidence, while security practitioners can apply the multi-agent orchestration pattern and context enrichment strategy to their own alert automation pipelines.
- Source published
- First seen by Cybersecurity Tracker
Source attribution
Correction
Correction recorded as of .
ai security
Inside Elastic's agentic SOC: How we took AI alert triage from 60% to 92% accuracy
Elastic improved its agentic security operations center alert triage accuracy from 60% to 92% by enriching the artificial intelligence (AI) context with investigation guides, user risk data from Workday, and historical case closure patterns rather than switching models. The company deployed three specialized agents (Pattern Finder, Investigation, and Summarizer) within Elastic Workflows to analyze alerts, with analysts now able to close cases in one step when AI verdicts are reliable. The approach includes a feedback loop that lets AI agents learn from previous incorrect verdicts on the same detection rule.
Why it matters: SOC analysts using Elastic Security benefit from trustworthy AI summaries that reduce triage time and improve decision confidence, while security practitioners can apply the multi-agent orchestration pattern and context enrichment strategy to their own alert automation pipelines.
- Source published
- First seen by Cybersecurity Tracker