Proposals

Generate winning proposals with AI assistance

Updated 2026-03-3011 min read

Proposals

Cothon's AI-powered proposal generation helps you create compliant, compelling proposals faster. Transform your bid analyses into professional proposal content with intelligent automation that understands government procurement requirements and best practices.

Overview

The Proposals module is the culmination of Cothon's procurement intelligence platform. After analyzing an RFP and matching it against your capabilities, the system generates comprehensive, professionally structured proposals tailored to the specific opportunity.

The Proposals module provides:

One-click generation - Auto-generate complete proposals from analyses
18 specialized sections - Technical approach, management plan, past performance, and more
AI refinement - Improve and polish generated content section-by-section
Export options - PDF, Word, and structured formats with formatting preservation
Public sharing - Share proposals via secure links with access control
Template management - Create reusable templates from successful proposals
Version history - Track changes and restore previous versions
Collaboration - Multi-user editing with comments and review workflows

Note

Proposals are generated using your company capabilities, the specific RFP requirements, past performance data, and industry best practices for government proposals. The AI ensures compliance while maintaining your unique value proposition.

How It Works

The Proposal Pipeline

RFP Upload → Bid Analysis → Capability Matching → Proposal Generation → Refinement → Export/Submit

Analysis Foundation: Starts with a completed bid analysis containing extracted requirements and capability matches
Intelligent Generation: AI analyzes requirements and generates tailored content for each section
Quality Assurance: Built-in validation ensures all requirements are addressed
Iterative Refinement: Use AI to improve clarity, compliance, and impact
Professional Output: Export camera-ready documents formatted to RFP specifications

Multi-Volume Structure

Cothon organizes proposals into standard government contract volumes:

Volume I: Technical Proposal

Executive summary, project understanding, technical approach
Management methodology, team qualifications, past performance
Quality assurance, risk management, schedule, compliance matrix

Volume II: Cost Proposal

Pricing breakdown, cost justification, payment terms
Labor categories, materials, subcontractor costs
ROI analysis and value proposition

Supplementary Volumes (as required)

Security plans, transition plans, innovation proposals
Certifications, facilities documentation, teaming arrangements

Getting Started

Key Features

Auto-Generation

One-click proposal generation from bid analyses

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Multi-Section Proposals

18 specialized proposal sections explained

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AI Refinement

Improve generated content with AI assistance

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Exporting

Export to PDF, Word, and more

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Sharing Proposals

Collaborate via public links and access control

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Templates

Create and manage reusable proposal templates

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Proposal Sections

Cothon generates these professional proposal sections:

Section	Category	Description	Required
Executive Summary	Executive	High-level overview and value proposition	✓
Project Understanding	Technical	Demonstration of RFP comprehension	✓
Technical Approach	Technical	Detailed methodology and architecture	✓
Management Approach	Management	Project management and controls	✓
Team Qualifications	Qualifications	Key personnel and organizational structure	✓
Past Performance	Qualifications	Relevant experience and references	✓
Risk Management	Management	Risk identification and mitigation	✓
Certifications	Qualifications	Company certifications and compliance	✓
Timeline & Schedule	Management	Project schedule and milestones	✓
Compliance Matrix	Compliance	Requirement-by-requirement response	✓
Cost Proposal	Cost	Pricing breakdown and justification	✓
Transition Plan	Management	Knowledge transfer and deployment	Optional
Quality Assurance	Management	QA/QC procedures and testing	Optional
Security Plan	Technical	Information security and cybersecurity	Optional
Innovation & Value-Add	Technical	Beyond-minimum-requirements offerings	Optional
Subcontractor Teaming	Qualifications	Partnership and subcontracting plans	Optional
Small Business Plan	Compliance	Socioeconomic goals and utilization	Optional
Facilities & Resources	Qualifications	Physical infrastructure and equipment	Optional

Tip

Required sections are always generated. Optional sections are intelligently selected based on RFP type and detected requirements.

Proposal Quality Metrics

Every generated proposal includes quality scoring:

Overall Quality Score (0-100)

Composite score based on:

Completeness (40%): All requirements addressed
Compliance (30%): RFP specifications met
Quality (20%): Writing clarity and professionalism
Alignment (10%): Capability-requirement matching

Section-Level Scores

Each section shows:

Confidence Score: AI confidence in generated content
Word Count: Target range and actual count
Requirements Addressed: Number of RFP requirements covered
Review Flags: Items requiring human attention

Coverage Metrics

Requirement Coverage: Percentage of RFP requirements addressed
Capability Utilization: Percentage of company capabilities leveraged
Differentiation Score: Uniqueness of value proposition

Warning

Quality scores are guides, not guarantees. Always perform thorough human review before submission. AI-generated content requires validation for technical accuracy and company-specific details.

Proposal Status Workflow

Proposals progress through defined states:

Draft: Initial generation, editing in progress
In Review: Submitted for internal review
Approved: Ready for submission
Submitted: Submitted to agency
Awarded: Contract awarded
Archived: Completed or withdrawn

Track status changes, review history, and submission deadlines in the proposal dashboard.

Quick Actions

From any proposal:

Edit - Modify any section directly with rich text editor
Regenerate - Re-generate a section with different parameters
Refine - Use AI to improve specific aspects (clarity, compliance, impact)
Export - Download in PDF, Word, or Markdown formats
Share - Generate public link or invite collaborators
Duplicate - Create a copy for similar opportunities
Version History - View and restore previous versions
Comments - Add section-level comments for review
Compliance Check - Verify all requirements addressed

Collaboration Features

Multi-User Editing

Real-time collaboration with team members
Section-level locking prevents conflicts
User presence indicators show who's editing what

Comment & Review

Section-level comments and discussions
@mention team members for notifications
Mark comments as resolved when addressed

Role-Based Permissions

Owner: Full control, can delete proposal
Editor: Can edit content and export
Reviewer: Can comment and suggest changes
Viewer: Read-only access

Activity Feed

Track all proposal activity:

Content changes and edits
Comments and discussions
Export and sharing events
Status changes

Best Practices

Before Generation

Complete thorough bid analysis with all requirements extracted
Update company profile with latest capabilities and past performance
Review RFP carefully for special instructions or unique requirements
Set up team members if collaboration is needed

During Generation

Start with required sections to ensure core compliance
Generate in stages rather than all at once for better control
Review each section immediately after generation
Use specific prompts when regenerating to get targeted improvements

After Generation

Validate technical accuracy - AI can make factual errors
Personalize content - Add company-specific examples and voice
Check compliance matrix - Ensure every requirement is addressed
Proofread carefully - Check for inconsistencies or awkward phrasing
Get peer review - Fresh eyes catch issues you might miss

For Submission

Follow RFP formatting - Match font, margins, page limits exactly
Number pages correctly - Per RFP instructions
Create table of contents - With accurate page numbers
Include all required forms - Certifications, representations, etc.
Submit early - Don't wait until the deadline

Success

Proposals generated with complete bid analyses and updated company profiles achieve 85%+ compliance scores on first generation, reducing revision time by 60%.