# Legal and compliance search — case study

> Search across policies, regulations and internal rules by meaning, not keywords. The system returns the relevant passages with citations, so review is…

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Knowledge & RAG

# Legal and compliance search

Search across policies, regulations and internal rules by meaning, not keywords.

## Engagement

Industry

Knowledge & RAG

## About the product

Search across policies, regulations and internal rules by meaning, not keywords. The system returns the relevant passages with citations, so review is faster and traceable.

## What we did

-   The system returns the relevant passages with citations, so review is faster and traceable.

## Stack

-   Qdrant
-   Cohere embeddings
-   Claude
-   LlamaIndex
-   Custom interface
-   Ollama
-   Self-hosted

## Similar problem?

This work came out of the direction below.

-   [AI Automation & AgentsThe work your team keeps doing by hand, done by software instead.](/services/ai-automation/)