Building a Real-Time SOC Copilot With DeltaStream and OpenAI Agents

Generative AI is being integrated into security operations centers (SOCs) to enhance capabilities such as attack summarization and alert triage, but these AI models require real-time context to be effective, as static data cannot keep up with the rapidly changing nature of cyber threats. DeltaStream addresses this need by providing a real-time context engine that maintains live security event data, allowing AI models to make informed decisions quickly. By continuously transforming raw data into actionable insights, DeltaStream enables AI SOC copilots to function like human analysts, maintaining up-to-date context and facilitating operations such as identifying high-risk users or suspicious behaviors. The blog post outlines a simplified example of using DeltaStream in combination with Kafka and OpenAI Agent Builder to create a real-time security copilot, emphasizing the importance of real-time context in AI-driven cybersecurity. Despite the simplified scenario, the architecture can scale to handle complex and high-volume real-world SOC workloads, making DeltaStream a critical tool for modern cybersecurity efforts.

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