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Evidence Libraries as a Foundation for AI Governance
Regulators demand evidence, not policies. Learn why structured evidence libraries are critical for AI governance and audit readiness.
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Shadow AI and the Visibility Crisis
Most AI use is invisible to IT and boards. Research shows how to close the visibility gap with inventories, discovery, and governance nodes.
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Case Study Lessons: AstraZeneca’s Ethics-Based Audit
A 12-month AstraZeneca study shows how ethics-based auditing works in practice. Culture and structure matter more than tools.
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Tooling Gaps in AI Audits: Why We Need More Than Checklists
Current AI audit tools miss harms, stakeholders, and monitoring. Research shows why infrastructure matters more than tools.
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Internal Audit and AI: Adoption Without Integration
Internal audit is adopting AI tools quickly but without integration. Research shows how to connect adoption to assurance.
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The Rising Pressure of AI Regulation and Market Growth
Learn how AI regulation and compliance spending are reshaping governance. Evidence shows urgency in readiness gaps.
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From Audit to Governance in Four Weeks-A Practical Starting Point
From Audit to Governance in Four Weeks: A Practical Starting Point FairByDesign Whitepaper | 2025 Introduction Governance in artificial intelligence (AI) is often seen as overwhelming. Leaders are bombarded with…
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Executive Liability Brief in AI Deployments
Executive Liability in AI Deployments: What Boards Need to Know FairByDesign | 2025 Introduction Boards of directors and senior executives increasingly face direct liability for how their organizations deploy artificial…
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Blanket Privacy Notice
Privacy Notice FairByDesign | Effective: September 2025 Introduction FairByDesign respects your privacy. This Privacy Notice explains what personal data we collect, how we use it, and what rights you have…
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Blanket Cookie Notice
Cookie Notice FairByDesign | Effective: September 2025 Introduction FairByDesign uses cookies and similar technologies on our website to ensure functionality, improve user experience, and understand how visitors engage with our…
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Bias and Safety Testing Method
FairByDesign Bias & Safety Testing Method(v1.0, 2025) Bias and safety testing ensures AI agents operate within acceptable ethical and compliance boundaries. Mercury applies structured scenarios, measurable acceptance criteria, and reproducible…
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AI Governance Readiness Checklist
AI Governance Readiness Checklist FairByDesign | 2025 Introduction Before engaging in a formal audit, organizations benefit from a quick self-assessment of their readiness for AI governance. This checklist is designed…
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Accessibility Statement
Accessibility Statement FairByDesign | Effective: September 2025 Commitment to Accessibility FairByDesign is committed to ensuring that our website, research materials, and services are accessible to all individuals, including people with…