# The Enterprise Doesn't Have A Data Problem, It Has A Knowledge Architecture Problem > Source: > Published: 2026-07-09 13:30:00+00:00 # The Enterprise Doesn't Have A Data Problem, It Has A Knowledge Architecture Problem By Daniel Fallmann, Forbes Councils MemberSource: [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. An organization invests heavily in AI, deploys it into production and watches it deliver wrong answers with complete confidence. Get AI news in your inbox Daily digest of what matters in AI.