AI Proposal Generation

3 min readLast updated: Apr 23, 2026

How AI Generation Works

Propivix uses advanced AI to generate proposal content tailored to each RFP. The AI considers your assets, the RFP requirements, and best practices to create professional drafts.

What the AI Uses

When generating content, the AI considers:

  1. RFP Requirements - What the client is asking for
  2. Your Assets - CVs, project sheets, boilerplate
  3. Section Context - What this section should cover
  4. Template Guidelines - If using a template with instructions

Generating Content

Generate All Sections

For a complete first draft:

  1. Open your proposal
  2. Click Generate All Sections
  3. Wait for generation to complete (1-3 minutes)
  4. Review each section

Generate Individual Sections

For more control:

  1. Navigate to a specific section
  2. Click the Generate button
  3. Optionally provide additional guidance
  4. Review the generated content

Regenerate Sections

If you're not satisfied:

  1. Click Regenerate on the section
  2. Add guidance about what to change
  3. Generate again

AI Settings

Customize how the AI generates content:

Tone

  • Professional - Formal business language (default)
  • Technical - More detailed technical language
  • Conversational - Friendly, approachable tone

Length

  • Concise - Brief, to the point
  • Standard - Balanced coverage (default)
  • Detailed - Comprehensive, thorough

Focus

Guide what the AI emphasizes:

  • Past experience
  • Technical capabilities
  • Team qualifications
  • Innovative approach

Best Practices

Before Generating

  1. Upload relevant assets - More assets = better content
  2. Complete RFP analysis - Ensure requirements are captured
  3. Choose the right template - Sets structure and tone

During Review

  1. Check accuracy - Verify facts and figures
  2. Add specifics - Include project-specific details
  3. Match client language - Use their terminology
  4. Address all requirements - Ensure coverage

Quality Tips

  • AI drafts are starting points, not final content
  • Always review for accuracy and relevance
  • Add your unique insights and value proposition
  • Maintain consistent voice across sections

Understanding AI Quality Scores

Each generated section receives a quality score:

  • Excellent (90-100%) - High-quality, comprehensive
  • Good (70-89%) - Solid coverage, minor edits needed
  • Fair (50-69%) - Needs significant editing
  • Needs Work (<50%) - Consider regenerating

Factors affecting score:

  • Requirement coverage
  • Asset utilization
  • Clarity and structure
  • Completeness

Troubleshooting

Generation taking too long?

  • Large proposals may take 2-3 minutes
  • Check your internet connection
  • Try generating sections individually

Content seems generic?

  • Add more relevant assets
  • Provide specific guidance when generating
  • Include detailed project sheets

Missing requirements?

  • Review RFP analysis for accuracy
  • Regenerate with specific guidance
  • Manually add missing content

Next Steps

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