AI Semantic Circle
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Model
Sample corpus
Objects
1,995
Relations
3,681
Domains
6
Resolved
100 %
1,995 objects / 3,681 relations
projection: domains, radial
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A circle for the people building the semantic layer.

A community for people who think in entities and relations. We talk through ontology, knowledge graphs and agentic AI architecture, and what actually holds up once it is in production.

One agreed shape. One place the meaning lives.

Inside, it is not a diagram.

It is three and a half thousand relations between things your business has already named, held in one place, queryable by anything, including your agents.

Nobody has this figured out yet.

The patterns are young, the tooling is younger, and most of what genuinely works is sitting inside teams who have never written it down. That is what the circle is for.

Open to anyone doing the work

Join AI Semantic Circle.

Monthly teardowns of real semantic layers, shared modelling patterns, and honest post mortems from people running this in production.

Join the circle
aisemanticcircle.com

A circle for the people building the semantic layer.

A community for people who think in entities and relations. Your browser cannot render the 3D view, but the circle is open. Reach out on LinkedIn.