https://www.infoq.com InfoQ Machine Learning Articles feed https://www.infoq.com/articles/architecture-enterprise-personalization-relevance-governance/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Machine+Learning-articles <img src="https://res.infoq.com/articles/architecture-enterprise-personalization-relevance-governance/en/headerimage/Beyond-Relevance-A-Governance-First-Architecture-for-Enterprise-Personalization-header-1789730126317.jpg"/><p>This article examines the limitations of conventional personalization systems and highlights the need for a governance-first architecture. It emphasizes separating relevance from governance to ensure recommendations are context-aware, auditable, and compliant. The architecture integrates stateful memory, policy-driven AI orchestration, and explainable scoring to enhance personalization systems.</p> <i>By Jerald Selvaraj</i> Enterprise Architecture Rules Engines Large language models SQLite Machine Learning Routing Architecture & Design article Mon, 21 Sep 2026 11:00:00 GMT https://www.infoq.com/articles/architecture-enterprise-personalization-relevance-governance/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Machine+Learning-articles Jerald Selvaraj 2026-09-21T11:00:00Z /articles/architecture-enterprise-personalization-relevance-governance/en