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Zero Trust Applied to AI System Access

Granular policy, context gating, and auditability for AI stack components.

September 15, 2025
1 min read
By One Frequency Consulting

Applying Zero Trust to AI platforms means authenticated tooling per function (ingest, transform, inference, eval) with contextual access evaluation. We implement token-bound short-lived credentials, signed prompt template registries, and policy engines mediating high-risk tool invocation.

Result: minimized blast radius and forensic clarity for incident response.

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About One Frequency Consulting

One Frequency Consulting is a veteran-led technology consulting firm specializing in AI implementation, DevOps excellence, cybersecurity compliance, and digital transformation. With 25+ years of combined experience and military discipline, we deliver enterprise solutions that drive measurable results.

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