Tagged articles

enterprise digitalization

3 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 Frameworkclosed-loop managementdata capability

0 likes · 16 min read

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

Chengwu Tech Stack

Jul 10, 2025 · Industry Insights

China's 2025 Software Industry: Age Risks, Top Fields & Career Strategy

This analysis examines China's 2025 software industry landscape, highlighting a shift to efficiency-driven growth, rising outsourcing, and intense competition, then assesses entry risks for four age groups (18-25 low, 25-30 moderate, 30-35 high, 35+ very high), and rates seven sub-fields from enterprise digitalization (5 stars) to blockchain (2 stars), advising long-term skill building and project portfolios.

AI applicationsCloud Nativeage-based risk

0 likes · 11 min read

China's 2025 Software Industry: Age Risks, Top Fields & Career Strategy