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AI compliance framework

Nobody Built the Governance Layer Between Compliance and AI

February 4, 2026 by Basil Puglisi Leave a Comment

Three-layer architecture diagram showing Regulatory Obligation (EU AI Act, prEN 18286, NIST AI RMF) at top, Operational Governance (HAIA-RECCLIN, the layer nobody built) in the middle highlighted in teal with golden accent, and AI Platforms (Claude, ChatGPT, Gemini, Grok, Perplexity) at bottom, with dashed arrows indicating evidence flow between layers.

The AI That Said “Check My Work,” and the Ten Platforms That Confirmed It In brief: During development of a multi-AI governance framework, the primary AI platform claimed the architecture was unique. The methodology required verifying that claim across ten independent platforms. No platform found a comparable published architecture. During retesting, one platform fabricated evidence […]

Filed Under: AI Artificial Intelligence, AI Thought Leadership, Business, Data & CRM, Design, PR & Writing, Thought Leadership, Workflow Tagged With: agent architecture specification, AI audit trail, AI compliance framework, AI Governance, AI quality management system, AI regulatory compliance, AI risk management, Annex VI self-assessment, automation bias detection, Checkpoint-Based Governance, COBIT AI governance, EU AI Act compliance, HAIA-RECCLIN, human oversight AI, ISO 42001, multi-AI governance, multi-platform triangulation, NIST AI RMF, non-cognitive agent, operational governance architecture, prEN 18286, provider plurality

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