Use case

Calculate the AI cost of case-law research, brief drafting and citation analysis.

Legal research AI combines RAG over case-law databases with structured citation output. Cost scales with research depth and corpus coverage.

Tokens / event

20K – 80K

Events / user / day

8 – 25

Typical cost range

$0.20 – $2.00 per research task

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2

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Embedded in core workflows. Mixed adoption.

AI-assisted tasks

3 / 3

Annual estimate

$15.2K

Total token OpEx for 50 employees · Claude Sonnet 4

Tokens per employee / year54.00M
Total tokens / year2.70B
Input tokens2.11B78%
Output tokens594.00M22%
Cost per employee / year$304.56
Avg daily tokens / employee225.0K
Blended price$3.00 in · $15.00 out / 1M tokens
Working days assumed220
Task coverage100%

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Frequently asked questions

Can AI replace traditional legal research tools?

AI augments rather than replaces — most firms layer AI on top of Westlaw or Lexis to draft synthesis and pull citation patterns more efficiently.

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