Knowledge systems · Multilingual retrieval
Arabic legal-document retrieval
A retrieval experience that helps teams search Arabic-language legal material, inspect source passages, and retain context while preparing a response.

The business problem
Legal and policy teams need fast access to trusted source material, but large document collections can be hard to search accurately across language, terminology, and document formats.
Delivery scope
- Document ingestion and text-quality review
- Arabic-aware retrieval, citations, and source-preview patterns
- Evaluation cases that make relevance, traceability, and gaps visible
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