From knowledge graphs to adaptive semantics
Evolving DITA and iiRDS digital twins for AI
A plain-language introduction to how ontology evolution can complement knowledge graphs, inference engines and AI agents without giving up semantic governance.
- Author
- Michael IantoscaSenior Director of Content Platforms and Knowledge Engineering
- Design & editing
- Saina VeigelCommunications Specialist & Senior Technical Writer · Structure, editing and visual design
- Published
- 25 September 2026
- File
- PDF · 25 pages · 413 KB
Partly inspired by Saina Veigel’s article “EvoOntology vs. iiRDS: understanding two divergent ontology paradigms”
A personal note
How this collaboration came about
I had written an article that sparked an idea for a project Michael Iantosca was working on. His enthusiasm was so immediate and genuine that he spontaneously sent me his revised white paper.
And, as communication specialists and technical writers tend to do, I shaped it into a clear, structured and visually coherent form — so that the ideas in it can reach everyone who works with structured content, ontologies and AI.
— Saina VeigelCommunications Specialist & Senior Technical Writer
Read the full story on the blog