{"slug": "the-enterprise-doesn-t-have-a-data-problem-it-has-a-knowledge-architecture", "title": "The Enterprise Doesn't Have A Data Problem, It Has A Knowledge Architecture Problem", "summary": "Enterprises are struggling with AI deployments that deliver incorrect answers, not due to data issues but because of flawed knowledge architecture, according to a Forbes article by Daniel Fallmann.", "body_md": "# The Enterprise Doesn't Have A Data Problem, It Has A Knowledge Architecture Problem\n\nBy Daniel Fallmann, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)An organization invests heavily in AI, deploys it into production and watches it deliver wrong answers with complete confidence.\n\nAn organization invests heavily in AI, deploys it into production and watches it deliver wrong answers with complete confidence.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-enterprise-doesn-t-have-a-data-problem-it-has-a-knowledge-architecture", "canonical_source": "https://www.machinebrief.com/news/the-enterprise-doesnt-have-a-data-problem-it-has-a-knowledge-ycub", "published_at": "2026-07-09 13:30:00+00:00", "updated_at": "2026-07-09 14:18:46.163447+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-infrastructure"], "entities": ["Daniel Fallmann", "Forbes"], "alternates": {"html": "https://wpnews.pro/news/the-enterprise-doesn-t-have-a-data-problem-it-has-a-knowledge-architecture", "markdown": "https://wpnews.pro/news/the-enterprise-doesn-t-have-a-data-problem-it-has-a-knowledge-architecture.md", "text": "https://wpnews.pro/news/the-enterprise-doesn-t-have-a-data-problem-it-has-a-knowledge-architecture.txt", "jsonld": "https://wpnews.pro/news/the-enterprise-doesn-t-have-a-data-problem-it-has-a-knowledge-architecture.jsonld"}}