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Comparisons & Alternatives

2 posts on comparisons & alternatives.

How to Evaluate AI Security Vendors: The 12 Questions a Production Buyer Asks Before Signing

AI security vendor evaluation produces defensible decisions when the buyer applies a fixed set of architectural and operational questions to every vendor in the matrix. The questions cover the inspection boundary, the audit record format, the policy management surface, the regulatory mapping, the operational behavior under failure, and the procurement and integration mechanics. This piece walks through the twelve questions, the answer pattern that satisfies the regulator and the security team, and the way the matrix gets used inside a procurement cycle that has to close before the EU AI Act August 2 deadline.

vendor-evaluationai-securityprocurementcomplianceaudit-logseu-ai-act
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Best AI Guardrails Platform: The Architectural Criteria a Production Buyer Should Use

The "best AI guardrails platform" question collapses without a clear set of architectural criteria. The criteria that hold up under regulator review are inspection boundary, write-path independence, policy versioning, audit field set, integrity stamping, model-agnosticism, and fail-closed behavior. This piece walks through the criteria, the questions a buyer asks of each vendor, and the architectural pattern that satisfies all seven, so the evaluation matrix the buyer uses produces a defensible decision the security team and the audit reviewer accept.

ai-guardrailsvendor-evaluationai-securityinline-enforcementaudit-logsai-policy-enforcement
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