{"slug": "the-audit-trail-gap-why-most-ai-deployments-wont-survive-their-first-regulatory", "title": "​The Audit Trail Gap: Why Most AI Deployments Won’t Survive Their First Regulatory Exam", "summary": "Most AI deployments will fail their first regulatory exam due to missing audit trails, warns Forbes Councils member Marcin Nowak. Organizations must prepare now to avoid costly compliance failures as regulators increasingly scrutinize AI systems.", "body_md": "# The Audit Trail Gap: Why Most AI Deployments Won’t Survive Their First Regulatory Exam\n\nBy Marcin Nowak, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)Prepare your AI system for regulatory audits now, before it gets even more complicated and expensive.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-audit-trail-gap-why-most-ai-deployments-wont-survive-their-first-regulatory", "canonical_source": "https://www.machinebrief.com/news/the-audit-trail-gap-why-most-ai-deployments-wont-survive-the-1qgk", "published_at": "2026-07-24 10:45:00+00:00", "updated_at": "2026-07-24 11:35:46.214245+00:00", "lang": "en", "topics": ["ai-policy", "ai-ethics", "ai-safety"], "entities": ["Marcin Nowak", "Forbes"], "alternates": {"html": "https://wpnews.pro/news/the-audit-trail-gap-why-most-ai-deployments-wont-survive-their-first-regulatory", "markdown": "https://wpnews.pro/news/the-audit-trail-gap-why-most-ai-deployments-wont-survive-their-first-regulatory.md", "text": "https://wpnews.pro/news/the-audit-trail-gap-why-most-ai-deployments-wont-survive-their-first-regulatory.txt", "jsonld": "https://wpnews.pro/news/the-audit-trail-gap-why-most-ai-deployments-wont-survive-their-first-regulatory.jsonld"}}