CISOs Need Decision Support, Not Dashboards: What AI Security Tools Get Wrong
philvenables · x · 2026-10-20
Phil Venables argues that true CISO decision support systems must deliver profound insights rather than vanilla dashboards, answering hard questions about security program economics with real evidence.
Surveying the wave of AI-powered security management tools, he notes the ecosystem splits between ground-up designs and legacy GRC tools with AI sprinkled on top—some of which merely amplify the original tool's flaws.
Small organizations may benefit from jack-of-all-trades tools covering SecOps, IAM, compliance, and vulnerability operations. But at medium-to-large enterprises, CISOs don't live in dashboards; they work through projects, relationships, and influence, needing team-curated insights instead.
An ideal decision support system covers four dimensions: resource economics (capital allocation, budget flexibility), operational resilience (exposed processes, minimum viable operations), dynamic risk posture (automated risk reassessment, root-cause analysis), and systemic exposure (supply chain dependencies, blast-radius mapping).
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