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Legal technology · illustrative example

Legal AI knowledge assistant — illustrative example

Illustrative Legal AI RAG workflow: approved documents, retrieval of relevant passages, an answer with source citations, and human review.

The illustrative brief

Illustrative project, not a completed client engagement. A legal team needs to find relevant information across a controlled collection of contracts, policies and research documents, while keeping every answer traceable to its sources.

The proposed approach

A proposed retrieval-augmented generation (RAG) application would ingest approved documents, preserve document and page references, retrieve relevant passages and draft answers with citations. A review interface would let users inspect the source material, flag weak answers and decide what can be used.

What we would evaluate

  • Answers link to supporting source passages.
  • Insufficient evidence leads to a clear abstention.
  • Document permissions apply during retrieval.

This is an editable illustrative project, not a completed client engagement.

Proposed capabilities

  • Retrieval-augmented generation
  • Document ingestion and OCR
  • Hybrid search and reranking
  • Source citations
  • Access-controlled retrieval
  • Evaluation and human review

What are you
working towards?

A new product, a complex integration, or a workflow ready for change. Tell us what you have in mind.

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