AI/ML, SOC

Gartner report offers framework for evaluating AI SOC agents

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As detailed in Bleeping Computer, the market for AI security operations center (SOC) agents is rapidly expanding, with numerous startups promising to revolutionize alert triage, investigation, and response. Gartner's latest research, however, highlights that many organizations are not adequately evaluating these tools, leading to a significant gap between adoption and measurable improvements.

A recent Gartner report, "Validate the Promises of AI SOC Agents With These Key Questions," provides a structured evaluation framework. It emphasizes that while 70% of large SOCs are expected to pilot AI agents by 2028, only 15% will see benefits without a proper evaluation process. Key areas for assessment include verifying if the AI agent genuinely reduces repetitive tasks, measuring outcomes beyond simple alert processing (focusing on metrics like mean time to detect and respond), assessing vendor viability, and ensuring the technology augments analyst skills rather than just shifting workloads.

The report also stresses the importance of understanding AI autonomy boundaries, integration capabilities with existing security stacks, and the necessity of transparency in AI decision-making.

Source: Bleeping Computer

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