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Semantic Assets

3 articles · Page 1 of 1

Sep 28, 2026 · Artificial Intelligence

Will Your Ontology Investment Survive the Next LLM Upgrade? A Portability Checklist

As large language models improve, enterprises must distinguish between obsolete manual ontology tasks and enduring business semantics—definitions, rules, mappings, evidence, and test cases—that should be decoupled from platforms and validated through disengagement drills to avoid vendor lock-in and ensure portable, verifiable knowledge assets.

Migration TestingOWL 2Procurement Automation

0 likes · 18 min read

Will Your Ontology Investment Survive the Next LLM Upgrade? A Portability Checklist

Big Data Technology & Architecture

Aug 20, 2026 · Big Data

How Semantic Assets and Agents Redefine Data Development in the AI Era

The article explains why traditional physical‑table‑plus‑SQL pipelines no longer meet AI‑driven data needs and proposes a semantic‑engineered approach—semantic assets, a governed semantic layer, logical tables, and agents—to make data meaning executable, verifiable, and governable.

AI AgentsMCPSemantic Assets

0 likes · 9 min read

How Semantic Assets and Agents Redefine Data Development in the AI Era

Data Bricklaying Diary

Jul 16, 2026 · Big Data

Building Business Semantic Models for Ontology-Driven Data Governance

The article explains how to transform business models into machine-understandable business semantic models for ontology-driven data governance, covering eight key content types including concepts, relationships, states, processes, rules, metrics, evidence, and action contracts, plus transformation steps, granularity control, and deliverables such as semantic glossaries and relationship models.

AI AgentOntology-Driven Data GovernanceSemantic Assets

0 likes · 16 min read

Building Business Semantic Models for Ontology-Driven Data Governance