Gartner’s How to Achieve the Minimum Viable AI Governance
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Fear of disruption keeps critical security gaps open. Learn how automated rollback, phased deployment, and continuous validation make security hardening safer at scale.
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For years, detection stacks grew, triage workflows expanded, ticket queues became normal, and patch windows stretched. Today, finding vulnerabilities is no longer the hard part. Safe remediation is.
This article explains how configuration debt increases breach risk, weakens compliance, and creates operational drag. It also explains why continuous, safe remediation is the only reliable way to pay it down, and provides some guidance or so doing.
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