{"product_id":"mastering-ai-model-risk-a-comprehensive-guide-for-executives-eu-ai-act-compliance-llm-governance-and-board-level-risk-management-9798257289231","title":"Mastering AI Model Risk: A Comprehensive Guide for Executives: EU AI Act Compliance, LLM Governance, and Board-Level Risk Management","description":"\u003cp\u003e • Author(s): Peter Van Tol\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Corporate Governance\u003c\/p\u003e\u003cp\u003eAI is making consequential decisions inside your organisation - right now.\u003c\/p\u003e\u003cp\u003eCredit approvals, fraud detection, hiring screens, legal drafts, clinical recommendations. AI models are embedded in core operations at most large organisations. The question is no longer whether to use AI - it's whether you're governing what it does on your behalf.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eMastering AI Model Risk\u003c\/i\u003e is the definitive executive guide to understanding, managing, and governing AI model risk in the era of binding regulation. Written for boards, C-suite executives, and senior risk professionals, this practical guide cuts through the technical complexity to give leaders the mental models, frameworks, and action plans they need.\u003c\/p\u003eWhat you'll learn: \u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eWhy AI model risk is a board-level issue\u003c\/b\u003e - and the real financial, legal, and reputational costs of getting it wrong\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe EU AI Act decoded\u003c\/b\u003e - mandatory requirements, risk classifications, conformity assessments, and penalties up to 35m or 7% of global turnover\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe AI model lifecycle\u003c\/b\u003e - where risk enters at every stage from data sourcing to decommissioning\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLLM and agentic AI risks\u003c\/b\u003e - hallucination, prompt injection, autonomous action, and how to govern systems that act faster than humans can react\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eGovernance frameworks that work\u003c\/b\u003e - clear accountability structures, model inventories, risk tiering, and escalation paths that reach the board\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePractical mitigation strategies\u003c\/b\u003e - model validation, explainability, red-teaming, bias audits, and human oversight mechanisms\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eBuilding a resilient AI risk culture\u003c\/b\u003e - from shadow AI to board-level AI literacy\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-world case studies\u003c\/b\u003e - discriminatory hiring tools, flash crashes, regulatory enforcement, and reputational failures\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eIncludes an Executive Glossary of 25+ AI risk terms, a 90-day action plan with role-level owners, regulatory framework references (EU AI Act, NIST AI RMF, ISO\/IEC 42001, GDPR, PRA SS1\/23), and a curated toolkit of governance platforms and academic references.\u003c\/p\u003eWho this book is for: \u003cp\u003eCEOs, CFOs, CROs, CDOs, General Counsels, Board Directors, Non-Executive Directors, Chief Compliance Officers, and any senior leader whose organisation deploys or plans to deploy AI systems in consequential contexts.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe executive who understands AI model risk has a meaningful advantage. The one who delegates it entirely to the data science team is exposed.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47883497210007,"sku":"9798257289231","price":2138.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798257289231.webp?v=1781102188","url":"https:\/\/atlanticbooks.com\/products\/mastering-ai-model-risk-a-comprehensive-guide-for-executives-eu-ai-act-compliance-llm-governance-and-board-level-risk-management-9798257289231","provider":"Atlantic Books","version":"1.0","type":"link"}