Legal

Knowledge & Search

LUMEN LEGAL

Answers buried in 10,000 contracts

A search assistant surfaces the right clause in seconds, with sources.

CLIENT

LUMEN LEGAL

INDUSTRY

Legal

SERVICES

Knowledge & Search

DURATION

7 weeks

Lumen Legal's real asset was its history: thousands of contracts and matters accumulated over years, holding the answer to almost any question a lawyer might ask. The trouble was that the answer was in there the way a single sentence is "in" a library: technically present, practically unreachable. Finding the right clause or precedent meant a senior lawyer remembering roughly where it lived and hunting, or a junior one spending billable hours searching and still never being sure they'd found everything. In law the danger isn't only the clause you find; it's the contradicting one you miss. Lumen needed a way to ask its own archive a question and get a trustworthy, sourced answer in seconds.

01

The challenge

The answers Lumen's team needed were spread across 10,000 contracts, and finding the right clause meant opening documents one by one. A single question could burn an afternoon, and the real risk was missing the one clause that mattered.

02

What we built

A search assistant that indexes the full contract library and answers plain-language questions in seconds, with every answer linked to its exact source clause.

  • Semantic indexing across the entire contract library.

  • Plain-language questions, precise clause-level answers.

  • Every answer cited back to its source document.

  • Permission-aware access, so people only see what they should.

The results

10K

contracts indexed

8 sec

average answer

90%

less time spent searching

FORJA

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