Tagged articles

enterprise digitalization

2 articles · Page 1 of 1

Sep 1, 2026 · Industry Insights

GB/T 48000.3: Three Shifts for Enterprise Knowledge Modeling from Documents to Actionable Ontologies

The article interprets China's GB/T 48000.3 ontology modeling standard, highlighting its core principle of separating knowledge content from representation, and derives three enterprise digitalization shifts: moving from document chunks to business information units, from retrieval to constraint validation, and from answer generation to action-driven knowledge modeling.

GB/T 48000.3action-driven AIbusiness semantics

0 likes · 7 min read

GB/T 48000.3: Three Shifts for Enterprise Knowledge Modeling from Documents to Actionable Ontologies

Digital Deification

Aug 16, 2026 · R&D Management

Three Rebuilds Show Operational Analytics Requires Management Logic, Not Just Data

The author shares lessons from three versions of an operational analysis platform, showing that successful platforms require dual-wheel drive of management logic (a structured 'Five Questions' framework for root-cause analysis) and data capability (automated pre-meeting anomaly detection, in-meeting drill-down, and post-meeting closed-loop action tracking), turning dashboards into decision engines.

Five Questions FrameworkRoot Cause Analysisclosed-loop management

0 likes · 16 min read

Three Rebuilds Show Operational Analytics Requires Management Logic, Not Just Data