Bid Analysis

Cothon's Bid Analysis feature uses advanced AI to extract, categorize, and match requirements from your RFP documents against your company's capabilities. Transform hours of manual review into minutes of intelligent analysis.

Overview

The bid analysis workflow consists of four main stages:

1. Upload: Submit your RFP document (PDF or DOCX)
2. Extract: AI extracts all requirements automatically
3. Match: Requirements are matched against your capabilities
4. Review: Analyze results and take action

Key Features

Intelligent Requirement Extraction

Our AI engine identifies requirements even when they're:

• Embedded in lengthy paragraphs
• Spread across multiple sections
• Written in different formats (shall, must, required, etc.)
• Hidden in tables, appendices, or statement of work sections
• Expressed implicitly or as evaluation criteria

The extraction engine uses multi-pass analysis with:

• First Pass: Identifies explicit requirements using linguistic patterns
• Second Pass: Catches implicit requirements and dependencies
• Third Pass: Validates and removes false positives
• Final Pass: Categorizes and prioritizes each requirement

Capability Matching

See at a glance how well you can meet each requirement:

• Fully Meets (Green): Complete capability alignment with evidence
• Partially Meets (Yellow): Gaps that may need addressing or partner support
• Cannot Meet (Red): Missing capabilities that require mitigation
• Needs Review (Gray): Uncertain matches requiring manual verification

Each match includes:

• Confidence Score: AI certainty level (0-100%)
• Evidence References: Which capabilities were matched
• Gap Analysis: Specific areas where capabilities fall short
• Recommendations: Suggested actions or partners

Multiple View Modes

Work the way that suits you best with three purpose-built interfaces:

Switch views instantly using the toolbar buttons or keyboard shortcuts (Cmd/Ctrl + 1/2/3).

Real-Time Collaboration

• Share analyses via secure public links with optional expiration
• Add notes and comments to requirements with @mentions
• Track status changes across your team with activity feed
• See who's viewing with presence indicators
• Sync updates instantly across all viewers
• Export snapshots at any point in your review process

Advanced Analytics

The Compliance Ring visualization provides instant assessment:

• 80%+ (Green): Strong fit - proceed with confidence
• 50-79% (Yellow): Moderate fit - gaps addressable
• Below 50% (Red): Weak fit - consider no-bid or major teaming

Analytics dashboard shows:

• Compliance trend over time
• Requirement distribution by category
• Gap patterns across opportunities
• Team performance metrics

How It Works: Behind the Scenes

Document Processing Pipeline

When you upload an RFP, Cothon processes it through a sophisticated pipeline:

Stage 1: Upload & Validation

• File Check: Verifies format (PDF/DOCX), size (max 50MB), and integrity
• Security Scan: Ensures document safety and removes potential threats
• Metadata Extraction: Captures creation date, author, software used
• Encoding Detection: Identifies character encoding for proper text extraction

Stage 2: Text Extraction

Different paths optimize for document type:

PDF Files:

• Uses coordinate-aware extraction to preserve spatial relationships
• Identifies headers, footers, page numbers automatically
• Detects multi-column layouts and maintains reading order
• Extracts text from tables while preserving structure
• OCR fallback for scanned documents (reduced accuracy)

DOCX Files:

• Leverages document structure (headings, lists, styles)
• Preserves semantic hierarchy from outline levels
• Extracts table data with cell relationships
• Captures embedded objects and annotations

Stage 3: Requirement Identification

The AI analyzes text using multiple techniques:

Linguistic Pattern Matching:

• Modal verbs: shall, must, will, should, may
• Requirement indicators: required, mandatory, necessary
• Prohibition language: shall not, must not, may not
• Conditional requirements: if...then, when...must

Contextual Analysis:

• Section headings that signal requirements
• Numbered or bulleted lists in requirement sections
• Tables with specification columns
• Cross-references to other requirement sections

Semantic Understanding:

• Distinguishes requirements from background information
• Identifies compound requirements (multiple requirements in one sentence)
• Detects implicit requirements (e.g., "The system runs on AWS" implies cloud capability)
• Understands evaluation criteria as weighted requirements

False Positive Filtering:

• Removes boilerplate (contract terms, submission instructions)
• Filters evaluation process descriptions
• Excludes examples and background sections
• Eliminates redundant statements

Stage 4: Categorization

Each requirement is classified into categories:

Stage 5: Priority Assignment

Requirements are prioritized based on:

Mandatory Requirements:

• Language: "shall", "must", "required", "mandatory"
• Consequence: Explicitly states non-compliance = rejection
• Position: Found in "Mandatory Requirements" sections
• Impact: Affects eligibility or minimum qualifications

Evaluated Requirements:

• Language: "should", "preferably", "desirable", "will be rated"
• Scoring: Associated with point values or weights
• Competitive: Differentiates proposals but isn't disqualifying
• Position: Found in evaluation criteria sections

Informational Requirements:

• Background context without compliance implications
• Process information (how to submit, contact info)
• Examples or clarifications
• Reference materials

Stage 6: Capability Matching

Your company profile is compared against each requirement:

Exact Matches:

• Direct capability-to-requirement alignment
• Explicit certifications or qualifications
• Proven past performance in identical areas
• Confidence: 90-100%

Fuzzy Matches:

• Similar but not identical capabilities
• Related experience that demonstrates competency
• Transferable skills from adjacent domains
• Confidence: 70-89%

Gap Matches:

• Partial capability coverage
• Experience in some but not all areas
• Capability achievable through training or acquisition
• Confidence: 40-69%

No Match:

• No relevant capabilities found
• Significant skills/resource gap
• May require major investment or partnership
• Confidence: 0-39%

The matching algorithm considers:

• Semantic similarity (not just keyword matching)
• Recency of experience (recent work weighted higher)
• Scale and scope (matching project sizes)
• Geographic relevance (local experience preferred)
• Industry context (government vs. commercial)

Getting Started

Quick Start Checklist

Before your first analysis:

Performance Metrics

Typical performance for a 50-page government RFP:

Use Cases

Bid/No-Bid Decisions

• Time Savings: 3-4 hours of manual review → 10 minutes with Cothon
• Objective Scoring: Quantifiable compliance percentage
• Gap Visibility: Clear view of what you can't meet
• Team Alignment: Shared analysis eliminates disagreement

Compliance Matrix Development

• Automated Start: AI generates initial matrix
• Requirement Traceability: Links requirements to source document locations
• Status Tracking: Monitor compliance across requirements
• Export Ready: Formats compatible with RFP templates

Teaming Partner Identification

• Gap Analysis: Identifies areas needing partner support
• Capability Search: Finds partners with complementary capabilities (see Vendor Analytics)
• Joint Capability: Combines your profile with partner capabilities
• Teaming Documentation: Tracks which requirements each partner addresses

Proposal Planning

• Work Breakdown: Requirements map to proposal sections
• Resource Estimation: Identify expertise and materials needed
• Risk Assessment: Prioritize areas needing focused attention
• Win Strategy: Align strengths with evaluated requirements

Competitive Intelligence

• Historical Analysis: Track requirement trends across opportunities
• Agency Preferences: Identify recurring themes from specific buyers
• Market Positioning: Understand where your capabilities align with demand
• Investment Planning: Guide capability development based on market needs

Integration with Other Features

Opportunities Discovery

Link bid analyses to opportunities from the Tenders marketplace:

• Analyze opportunities directly from browse view
• Track which opportunities you've analyzed
• Compare analyses across similar opportunities
• Build historical knowledge of buyer patterns

Proposal Generation

Use analysis results to auto-generate proposal content:

• AI drafts responses based on your capabilities
• Compliance matrix auto-populated from analysis
• Executive summary generated from gap analysis
• Technical approach aligned with requirements

Vendor Analytics

Leverage analysis for competitive research:

• See which vendors won contracts you analyzed
• Identify teaming partners with complementary capabilities
• Track competitors' capability evolution
• Benchmark your profile against market leaders

Best Practices

Before Upload

1. Combine Related Documents: If the RFP includes separate technical and pricing volumes, combine them into one PDF for comprehensive analysis
2. Include Amendments: Add any amendments or Q&A documents to capture all requirements
3. Remove Password Protection: Unlock PDFs before upload
4. Check File Quality: Ensure text is selectable (not scanned image)

During Review

1. Start with Compliance Ring: Get the big picture before diving into details
2. Focus on Red Items First: Address "Cannot Meet" requirements to assess feasibility
3. Verify High-Priority Mandatories: AI is good but not perfect - always verify mandatory requirements
4. Add Context Notes: Document your reasoning for future reference
5. Use Split View: Compare extractions against source document

After Analysis

1. Update Company Profile: Add newly discovered capabilities or gaps
2. Refine Flagged Terms: Add terms you wish you'd flagged
3. Share with Team: Get SME input on technical requirements
4. Export Documentation: Save compliance matrix and gap analysis
5. Link to Opportunity: Associate analysis with the opportunity record

Guides in This Section

• Uploading RFPs - File formats and upload process
• Requirement Extraction - How AI finds requirements
• Capability Matching - Setting up capabilities
• Views & Modes - Using different view modes
• Sharing Analyses - Collaboration features
• Flagged Terms - Custom term highlighting
• Analysis History - Managing past analyses
• Compliance Ring - Understanding compliance visualization
• Troubleshooting - Common issues and solutions

Frequently Asked Questions

What's Next?

After mastering bid analysis basics:

1. Auto-Generate Proposals: Turn your analysis into proposal drafts
2. Browse Opportunities: Find RFPs to analyze from government sources
3. Vendor Analytics: Research competitors and partners
4. Set Up Teams: Collaborate with your capture team