How to Verify AI-Generated Responses in Eve

Last updated: March 10, 2026

Overview

This article helps you confirm the accuracy of Eve's AI-generated responses by cross-referencing sources and applying verification best practices. Verifying AI outputs is essential because AI platforms can occasionally surface inaccurate information, and professional oversight ensures reliability. This guide applies across all Eve features that generate written content from your case documents.

Prerequisites

  • Active Eve account with access to a matter containing uploaded documents

  • Basic familiarity with asking questions or requesting work product in Eve

Step-by-Step Instructions

  1. Structure Your Request Using Objective-Context-Request Format — When asking Eve a question or requesting analysis, provide three elements: your objective (what you're trying to accomplish), context (relevant background or constraints), and your specific request (what you want Eve to produce). This clear structure helps Eve generate more accurate, focused responses that are easier to verify. You should see a well-organized response that directly addresses your structured input.

  2. Request Quotes to Support Assertions — When asking Eve to analyze documents or extract information, explicitly ask Eve to include quotes backing up its assertions (e.g., "include quotes from the medical records supporting each injury you identify"). This forces Eve to ground its response in specific source text rather than generalizing. You should see inline quotes with citation bubbles throughout Eve's response.

  3. Check Citation Bubbles for All Critical Facts — Click on the small citation bubbles that appear next to facts, quotes, or claims in Eve's response. Each bubble shows you exactly where Eve found that information in your source documents. For any fact that will inform legal strategy or appear in court filings, always verify the citation leads to the correct source passage. You should be able to jump directly to the relevant page and confirm the information matches.

  4. Use Quote Verification Highlights to Prioritize Manual Review — Look at the color coding on quoted text in Eve's response. Green highlights indicate exact matches that Eve verified in your documents — these are most reliable. Yellow highlights indicate partial matches that require your manual verification. Red highlights mean Eve could not verify the quote and you must check it yourself before relying on it. Prioritize reviewing yellow and red quotes first, as these carry higher risk.

  5. Cross-Reference Key Outputs Against Source Documents — For important work product like demand letters, chronologies, or medical summaries, open the original source documents alongside Eve's output. Scan through both to confirm Eve captured the critical facts and didn't introduce information that doesn't appear in your case file. You should be able to trace every significant claim in Eve's output back to a specific source document.

  6. Apply Your Professional Judgment to Every Response — Treat Eve's outputs as a first draft from a capable assistant, not a final work product. Review each response using your legal expertise to identify gaps, logical inconsistencies, or claims that seem unsupported even if they're cited. If something doesn't align with your understanding of the case or the law, investigate further before relying on it. You should feel confident that the output meets your professional standards before using it in client communication or court filings.