AI Governance | The Library

Executive frameworks for managing the technical risk associated with Generative AI and automated systems. We align organizational AI deployment with the NIST AI RMF 1.0 to ensure safety, algorithmic accountability, and regulatory compliance in the age of agentic AI.

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AI Governance

AI Literacy Training Requirements: What the EU AI Act Article 4 Demands from Every Organization

The EU AI Act covers 450 million people and governs every organization that deploys AI systems touching EU residents. Most compliance teams know about the high-risk system obligations, the conformity assessments, the technical documentation requirements....

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AI Governance

EU AI Act Prohibited AI Practices: The Eight Banned Uses That Take Effect February 2025

Most organizations treating the EU AI Act as a 2026 problem have already made a costly mistake. The high-risk AI requirements, the transparency obligations, the conformity assessments: those timelines run into 2026 and beyond. But...

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AI Governance

AI Governance Board Reporting: What CISOs Present to the Board in 2026

Only 21% of organizations report mature AI governance programs [Deloitte State of AI in the Enterprise, 8th Edition, 2026]. That figure is not surprising in isolation. What makes it striking is the context: 88% of...

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AI Governance

AI Incident Response Plan: When AI Systems Fail, Your Cybersecurity Playbook Won’t Help

How fast does your organization respond when an AI system produces a discriminatory hiring decision? Not a cybersecurity breach. Not a data exfiltration event. A model that screened out 34% of qualified female candidates for...

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AI Governance

EU AI Act and GDPR: Where Data Protection and AI Regulation Overlap

When GDPR enforcement began in May 2018, most organizations treated the regulation as a data protection exercise: update the privacy policy, appoint a DPO, build a consent mechanism. The fines were theoretical. Four years later,...

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AI Governance

EU AI Act GPAI Provider Obligations: Documentation, Copyright, and Transparency Requirements

A compliance officer at a mid-size SaaS company opens the EU AI Office's notification portal in September 2025. The company integrated GPT-4 into its customer support platform six months ago. The portal asks a question...

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AI Governance

EU AI Act August 2026: The 90-Day Compliance Sprint for High-Risk AI Systems

August 2, 2026 is 133 days away. For EU AI Act August 2026 compliance, if your organization deploys high-risk AI systems and your program is not already running, you are behind. Not theoretically behind. Operationally...

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AI Governance

AI Model Cards for Compliance: What Auditors Expect Under the EU AI Act, NIST, and ISO 42001

Your auditor asks for the model card on the credit-scoring system deployed in Q3. The ML team points to a README in the GitHub repo: model name, accuracy metric, training date. Three sentences. The auditor...

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AI Governance

AI Vendor Risk Assessment: The Inherited Compliance Risk Your TPRM Program Misses

Your TPRM program assessed the AI vendor. Security questionnaire completed. SOC 2 report reviewed. Penetration test results on file. The vendor passed. Six months later, the vendor's credit-scoring model rejects applicants over age 55 at...

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AI Governance

AI Governance for SOX Compliance: Controls, Risks, and the COSO GenAI Framework

Your CFO signs the Section 302 certification. She attests that internal controls over financial reporting are effective and that the financial statements are materially accurate. What she does not know: the revenue recognition system now...

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