AI product & model operations · Working
Embedding
Also called: vector embedding
ELI5
A number-based representation used to compare meaning.
Used in conversation
“The search uses embeddings to retrieve related documents.”
Definition
A numeric representation placing similar items near one another in a vector space.
Here “Embedding” means: A numeric representation placing similar items near one another in a vector space.
Pitch context
You will see “Embedding” in product strategy decks, roadmaps, experiments and architecture reviews when the discussion reaches ai product & model operations.
Why it matters: In ai product & model operations, the scope can change what data may be used, who may access it and which controls are required.
Connected terms
- EmbeddingThe same visible label “Embedding” names different concepts.
Sources & evidence · 2
Direct term-level sources and supporting source families.
- National Institute of Standards and Technology — Computer Security Resource Center GlossaryDirect source · primary · checked 2026-08-16
- Scrum Guides — The Scrum Guide — official current versionSupporting source family · primary · checked 2026-08-16