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American Focus > Blog > Tech and Science > How Anthropic's Claude cuts SOC investigation time from 5 hours to 7 minutes
Tech and Science

How Anthropic's Claude cuts SOC investigation time from 5 hours to 7 minutes

Last updated: November 6, 2025 10:15 am
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How Anthropic's Claude cuts SOC investigation time from 5 hours to 7 minutes
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Integrating AI models directly into extended detection and response (XDR) platforms is revolutionizing the way security operations center (SOC) investigations are conducted. In a recent interview with VentureBeat, eSentire shared how deploying Anthropic’s Claude on their Atlas XDR Platform has significantly improved investigation speed and accuracy.

According to eSentire, the use of Anthropic’s Claude has compressed comprehensive threat investigations from five hours to just seven minutes, resulting in a 43x speed improvement. This has allowed SOC analysts to match senior decision-making with an impressive 95% accuracy rate. With the average enterprise SOC handling around 10,000 alerts daily, the need for faster and more accurate threat investigations is crucial.

Typically, SOC analysts can only investigate a small percentage of alerts due to manual workflows and the overwhelming volume of alerts. By integrating AI at the platform level, eSentire has been able to orchestrate multi-tool workflows that correlate threat patterns across thousands of data points simultaneously, mimicking the decision-making process of senior analysts at machine speed.

This integration of AI into XDR platforms represents the next evolution in SOC operations as AI adoption continues to accelerate. Rather than replacing human analysts, AI serves as a force multiplier, allowing analysts to focus on sophisticated threats and strategic work. The use of Anthropic’s Claude has shown to deliver comprehensive threat investigations with 95% accuracy, significantly reducing investigation time and providing a more efficient workflow.

eSentire’s approach involves integrating AI at the baseline of their Atlas XDR platform, enabling Anthropic’s Claude to orchestrate multi-tool workflows that correlate threat patterns across various data sources. This streamlined approach has significantly improved investigation accuracy, speed, and scale in SOC operations.

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Moreover, the use of AI has enabled eSentire’s Threat Response Unit to proactively identify emergent threat actor behaviors and strengthen defenses for all customers. By continuously learning from new threats, the platform stays ahead of commercial feeds and identifies threats not seen in traditional feeds.

The strategic shift towards platform-integrated AI offers enterprises a scalable solution to improve SOC operations without increasing headcount. By automating repetitive tasks and streamlining workflows, AI allows analysts to focus on more critical and strategic work. The ability to investigate threats faster and more accurately is crucial in staying ahead of adversaries and protecting critical infrastructure.

Overall, the integration of AI at the platform level represents a fundamental shift in SOC economics and operations. By leveraging AI to automate workflows and enhance decision-making, organizations can improve their security posture and prevent analyst burnout before it becomes a crisis. The use of AI in SOC operations is essential in addressing the growing volume of alerts and ensuring that critical threats are investigated promptly and accurately.

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