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Getting the right information is only half the battle. The other half is getting it in a format you can actually use. Output control means telling the AI exactly how you want your results delivered.

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Why Output Format Matters

The same information can be useful or useless depending on how it’s presented. A wall of text analysis might contain great insights, but if you need a quick email to send to a client, it’s not helpful. Being specific about output format saves you from reformatting or rewriting.

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Common Output Formats

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Tables for Comparison

Tables work best when you need to compare multiple items or see patterns quickly. When to use tables:
  • Comparing terms across multiple documents
  • Risk assessment across different clauses
  • Tracking changes between contract versions
  • Summarizing multiple issues at once
How to request: 
Create a table with columns: Clause | Current Language | Issue | Proposed Change
What you’ll get: Organized data that’s easy to scan, copy into Excel, or share with others.

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Bullet Points for Quick Scanning

Bullets are ideal for lists of issues, action items, or key points. When to use bullets:
  • Issues lists for internal review
  • Key negotiation points
  • Summary of changes made
  • Quick risk assessment
How to request: 
Provide a bulleted list of the top 5 risks, with clause reference and one-line explanation for each

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Numbered Lists for Process Steps

Use numbers when order matters or when you need to reference specific items. When to use numbers:
  • Step-by-step negotiation strategy
  • Priority-ordered issues
  • Sequential approval requirements
  • Escalation paths
How to request: 
List negotiation priorities in order:
1. Most critical (non-negotiable)
2. Important (try to get)
3. Nice to have (tradeable)

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Prose for External Communication

Full sentences and paragraphs work for emails, memos, and explanations. When to use prose:
  • Emails to counterparties
  • Executive summaries
  • Client explanations
  • Internal memos
How to request: 
Draft a 2-paragraph email explaining our position on these liability terms. Professional but firm tone.

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Controlling Detail Level

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Executive Level

High-level summary focusing on business impact and key decisions needed. 
Provide executive summary: 3 bullet points covering main risks and recommended action

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Working Level

Detailed analysis with specific clause references and technical issues. 
Detailed review with clause numbers, specific issues, and fallback positions for each

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Technical Level

Deep dive including regulatory citations, case law references, or technical requirements. 
Include regulatory basis for each requirement with specific HIPAA/GDPR section references

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Specifying Length

Be explicit about how much content you want. The AI defaults to being thorough, which isn’t always helpful. Length controls:
  • “One sentence per issue”
  • “Maximum 3 bullet points”
  • “2-3 paragraph email”
  • “Single page summary”
  • “Comprehensive analysis” (when you do want everything)

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Mixed Format Outputs

Sometimes you need multiple formats in one response. Structure your request to get each piece. Example multi-format request: 
Provide:
1. One-paragraph executive summary
2. Table of specific issues and fixes
3. Draft email to counterparty (2 paragraphs)

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Output for Different Audiences

Can include technical terms, clause references, and detailed legal analysis. 
Include specific clause references and legal basis for each position

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For Business Team

Focus on commercial impact, practical implications, and clear recommendations. 
Explain in business terms, avoiding legal jargon. Focus on cost and operational impact.

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For Counterparty

Professional, justified positions without internal strategy or thinking. 
Draft response suitable for opposing counsel. Include business rationale but not internal reasoning.

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For Executives

High-level risks, required decisions, and business impact. 
Executive brief: What's the issue, why it matters, what you need from leadership

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Controlling Tone

Specify the tone to match your situation and audience. Professional variations:
  • “Formal and conservative” (for traditional law firms)
  • “Professional but conversational” (for longtime clients)
  • “Firm but respectful” (for pushback)
  • “Collaborative problem-solving” (for partners)
  • “Direct and concise” (for busy executives)

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Special Output Instructions

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For Redlines

Show additions in [brackets] and deletions with strikethrough
Include brief comment explaining each change

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For Risk Assessment

Use risk levels: High (must fix) | Medium (should address) | Low (nice to have)
Include business impact for any High risk items

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For Negotiation Planning

Format as: Opening Position | Fallback | Walk-away Point
Include brief rationale for each fallback

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Common Output Problems and Fixes

IssueProblemFix
Too much informationAI provides exhaustive analysis when you need a quick answerSpecify “Brief response” or “One sentence summary”
Wrong formatGetting prose when you wanted a tableStart with “Create a table…” or “In table format…”
Mixed audiencesTechnical language for business audienceExplicitly state “For non-legal audience” or “Plain English only”
Inconsistent structureDifferent format for similar itemsProvide template: “For each issue show: [Issue] | [Risk] | [Action]“

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Quality Control Phrases

Add these phrases to improve output quality:
  • “Be specific” - Avoids vague generalizations
  • “Include examples” - Gets concrete illustrations
  • “Cite sources” - Provides clause numbers or regulatory references
  • “Prioritize by importance” - Creates hierarchy instead of flat list
  • “Focus on material issues only” - Filters out minor points

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The Output Formula

Every output instruction should answer:
  1. What format? (table, bullets, prose)
  2. How much? (length/quantity)
  3. What detail level? (executive, working, technical)
  4. Who’s reading? (internal, external, technical, business)
  5. What tone? (formal, conversational, firm)

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Remember

Clear output instructions are like formatting requirements for a court filing – ignore them at your peril. Taking 30 seconds to specify exactly what you want saves minutes of reformatting and ensures the AI’s response is immediately usable. The goal isn’t to get an answer; it’s to get an answer you can use right away.