{"slug": "the-socs-visibility-gap-comes-down-to-staffing", "title": "The SOC’s visibility gap comes down to staffing", "summary": "A new report reveals that while 80% of security operations center (SOC) practitioners use AI or machine learning tools daily, only a third have integrated them into structured workflows with governance and validation, highlighting a staffing-driven visibility gap.", "body_md": "AI has settled into security operations centers faster than any earlier wave of technology. Around four in five practitioners report reaching for AI or machine learning tools in their daily work. The catch shows up one layer down. Roughly a third of those same teams have built these tools into a defined workflow with structure, governance, and consistent validation. The rest pick up AI on their own, case by case, with no shared playbook for … [More ](https://www.helpnetsecurity.com/2026/06/17/sans-ai-in-the-soc/)\n\nThe post [The SOC’s visibility gap comes down to staffing](https://www.helpnetsecurity.com/2026/06/17/sans-ai-in-the-soc/) appeared first on [Help Net Security](https://www.helpnetsecurity.com).", "url": "https://wpnews.pro/news/the-socs-visibility-gap-comes-down-to-staffing", "canonical_source": "https://www.helpnetsecurity.com/2026/06/17/sans-ai-in-the-soc/", "published_at": "2026-06-17 06:00:56+00:00", "updated_at": "2026-06-17 06:24:20.812524+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "ai-safety", "ai-policy"], "entities": ["Help Net Security", "SANS"], "alternates": {"html": "https://wpnews.pro/news/the-socs-visibility-gap-comes-down-to-staffing", "markdown": "https://wpnews.pro/news/the-socs-visibility-gap-comes-down-to-staffing.md", "text": "https://wpnews.pro/news/the-socs-visibility-gap-comes-down-to-staffing.txt", "jsonld": "https://wpnews.pro/news/the-socs-visibility-gap-comes-down-to-staffing.jsonld"}}