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A hollowed out data layer is making CISOs fly blind into AI attacks

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A hollowed out data layer is making CISOs fly blind into AI attacks

The security industry is adopting AI-driven defense tools while operating with diminished visibility into their infrastructure. Cost pressures over the past two years have degraded the data foundations that these AI systems rely on, leaving CISOs with less comprehensive monitoring coverage than they had previously.

Why it matters: CISOs implementing AI-driven SOC tools need to audit their underlying data ingestion pipelines today, since degraded data quality will limit AI detection accuracy and leave blind spots in their threat coverage.

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A hollowed out data layer is making CISOs fly blind into AI attacks

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A hollowed out data layer is making CISOs fly blind into AI attacks

Security practitioners are deploying artificial intelligence (AI)-driven defense tools that rely on data foundations degraded by years of cost-cutting in log ingestion and retention. CISOs face reduced visibility into their environments precisely when AI-driven attacks are accelerating, creating a dangerous mismatch between offensive and defensive capabilities.

Why it matters: CISOs and security teams need to audit their data collection and retention practices now, as AI-driven detection and response tools will perform poorly if underlying logs and telemetry are incomplete or sparse.

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