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Corbie AI Value Report

Documentation of AI-assisted research and analysis value

Project Value Delivered

Research Phase (December 2025)

Deliverable Hours Saved Value
Requirements Analysis (132 items) 8 $1,600
Competitive Matrix (16 platforms) 6 $1,200
FlipperForce Deep Dive 4 $800
Platform Options Analysis 3 $600
Data Provider Research 2 $400
Research Subtotal 23 $4,600

Content Processing

Task Hours Saved Value
Skool Transcription (30h video) 10 $2,000
YouTube Download & Organize 4 $800
RAG Indexing (3,268 chunks) 3 $600
Content Inventory 2 $400
Content Subtotal 19 $3,800

Documentation

Task Hours Saved Value
Comprehensive Report 4 $800
Technical Specification 3 $600
ERD Diagrams 2 $400
Project Documentation 2 $400
Documentation Subtotal 11 $2,200

Total Value

Category Hours Value
Research 23 $4,600
Content 19 $3,800
Documentation 11 $2,200
TOTAL 53 $10,600

Hourly Rate Used: $200/hr (traditional consultant rate)

Value Delivery Flow

flowchart LR subgraph Input["Raw Materials"] V[30h Video
Content] R[16 Competitor
Platforms] D[Camerons
Requirements] end subgraph Process["Corbie AI Processing"] T[Transcription
and Indexing] A[Research and
Analysis] S[Synthesis and
Documentation] end subgraph Output["Deliverables"] O1[132 Requirements
Documented] O2[16 Platform
Analysis] O3[3268 RAG
Chunks] O4[13 Documents
4 Reports] end V --> T R --> A D --> A T --> S A --> S S --> O1 & O2 & O3 & O4 style V fill:#3b82f6,color:#fff style R fill:#3b82f6,color:#fff style D fill:#3b82f6,color:#fff style T fill:#6366f1,color:#fff style A fill:#6366f1,color:#fff style S fill:#6366f1,color:#fff style O1 fill:#22c55e,color:#fff style O2 fill:#22c55e,color:#fff style O3 fill:#22c55e,color:#fff style O4 fill:#22c55e,color:#fff

Value Visualization

pie title Value by Category "Research ($4,600)" : 4600 "Content ($3,800)" : 3800 "Documentation ($2,200)" : 2200

Assets Created

Documents (13)

  • CAMERON_BURKE_REQUIREMENTS_ANALYSIS.md
  • CAMERON_BURKE_COMPETITIVE_MATRIX.md
  • CAMERON_BURKE_PLATFORM_OPTIONS.md
  • CAMERON_BURKE_COTALITY_DATA_RESEARCH.md
  • CAMERON_BURKE_RESEARCH_SUMMARY.md
  • FLIPPERFORCE_FEATURE_MAP.md
  • FLIPPERFORCE_SYSTEM_DOCUMENTATION.md
  • flipperforce_comprehensive_analysis.md
  • cameron_burke_re_saas_platform.md
  • MASTER_CONTENT_INVENTORY.md
  • ARTIFACT_INVENTORY.md
  • README.md
  • meeting_transcript_2025-12-20.md

Reports (4)

  • Cameron_Burke_RE_SaaS_Comprehensive_Report.html
  • Cameron_Burke_Transcript_Inventory_Report.html
  • FlipperForce_Competitive_Intelligence_Report.html
  • Corbie_AI_Cameron_Project_Value_Report.html

Diagrams (3)

  • cameron_burke_architecture.png
  • cameron_burke_erd.png
  • flipperforce_erd.png

Data (3,268 chunks)

  • Qdrant vector index of all content
  • Searchable via RAG Q&A system

ROI Analysis

If Cameron were to pay: - Traditional Consultant: $10,600 (53 hours @ $200/hr) - Corbie AI: ~$200 (API costs) - Savings: $10,400 (98%)

graph LR subgraph Costs["Cost Comparison"] A[Traditional
$10,600] B[Corbie AI
$200] end A -.->|98% Savings| B style A fill:#ef4444,color:#fff style B fill:#22c55e,color:#fff

Generated by Corbie AI | IT Raven | December 2025