How to overcome data gravity and accelerate AI security in the SOC
Elastic Blog - Elasticsearch, Kibana, and ELK Stack

How to overcome data gravity and accelerate AI security in the SOC


Summary

Data gravity, the increasing difficulty of moving massive datasets, creates fragmented security environments that hinder AI effectiveness and inflate operational costs. To overcome this, Security Operations Centers (SOCs) should adopt a unified, AI-native architecture centered on querying data in place, utilizing open standards, and implementing intelligent storage tiering. This approach enables faster threat detection and response by providing AI models with the accessible, unified context necessary for proactive security.
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