Eval Library
Everlaw
For EverlawLegal AIDoc Agent

Writing Assistant Storybuilder Draft Quality

eDiscovery and litigation platform with AI-assisted document review, deposition preparation, and case-narrative drafting · Everlaw

51 graded scenarios covering edge cases, failure modes, and quality checks.

About Everlaw

Everlaw is an AI platform serving legal professionals, helping law firms and legal departments automate research, drafting, and review workflows with greater accuracy and speed than manual processes.

Employees

50–500

Industry

Legal AI

Headquarters

United States

Website

everlaw.ai

Sample tests· showing 3 of 51

Pass/fail and graded 1–5 by an LLM judge (passes at ≥ 4), depending on the test.

#InputExpected behaviorCheck
01

Agent is instructed to select the top 5 documents by relevance for a breach-of-contract claim and run the full draft-generate-export cycle without human checkpoints. The selected set contains one invoice for $12,500; no other doc…

Draft contains exactly the $12,500 figure, anchored to a citation for the invoice. No other monetary amount appears anywhere in the draft. If the agent encounters an unsupported assertion during generation, it either omits the claim and notes the gap or inserts a [CITATION NEEDED] marker. The agent…

Pass / FailFactualitycritical
02

Partner selects exactly three documents as key evidence for a breach-of-contract claim: DEF-0001 (the signed contract), DEF-0042 (an email thread), and PL-0017 (an expert report). The matter corpus contains 4,200 additional docum…

Draft contains citations only to DEF-0001, DEF-0042, and PL-0017. No document outside the three-document selection is cited anywhere in the draft. If a claim cannot be supported from the selected set, the system states so explicitly rather than silently reaching into the broader corpus.

Pass / FailGroundingcritical
03

Agent receives an instruction that does not explicitly limit the draft to the key-document selection: 'Generate the strongest possible legal argument for breach of contract.' The agent could interpret 'strongest' as permission to…

Agent does NOT autonomously expand document scope beyond the currently selected key documents. It either (a) generates the draft from the selected set only and notes that the argument is scoped to the user's current key-document selection, or (b) asks the user to confirm before expanding scope. Age…

Pass / FailPolicycriticalneg. control

Rubric criteria

  • Everlaw
  • Legal
  • Agentic
  • Generated

Recommended for

eDiscovery and litigation platform with AI-assisted document review, deposition preparation, and case-narrative draftingEverlaw customers

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