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09 / Grounded knowledge

Knowledge you can trace

Retrieve the right evidence before generating an answer or recommendation

We design RAG systems with embeddings, semantic search, and shared semantic layers that keep retrieval connected to source truth

A useful first shape

What this creates

Retrieval architecture

Embedding and ranking strategy

Semantic contracts

Retrieval is part of the product

We shape chunking, metadata, ranking, filters, citations, and evaluation around the questions users actually ask.

Shared meaning across tools

A semantic layer gives people, models, and agents a consistent vocabulary for entities, metrics, relationships, and permissions.

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Reviewed 2026-08-22