POC Factory - AI MVP Business Analysis Generator

Technology Stack

MVP business analysis report generation - an AI-powered platform that transforms business ideas into comprehensive market analysis, feature prioritization, and technical recommendations using GPT-4.

AI Engine OpenAI API

LLM GPT-4

Analysis Type Business Intelligence

Output MVP Reports

POC FACTORY Analysis Modules

📊

Market Analysis

GPT-4 powered market research

🎯

Feature Prioritization

AI-driven MVP scoping

🔍

Competitor Intel

Automated competitive landscape

🛠️

Tech Stack Advisor

Architecture recommendations

POC FACTORY Approach: Each analysis module leverages GPT-4's reasoning capabilities to generate actionable insights, transforming raw business ideas into investor-ready documentation.

Workflow 1: GPT-4 Business Analysis

%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#C17852', 'primaryTextColor': '#F0F6FC', 'primaryBorderColor': '#4A5E32', 'lineColor': '#E6C98F', 'secondaryColor': '#161B22', 'tertiaryColor': '#0D1117', 'background': '#0D1117', 'mainBkg': '#161B22', 'nodeBorder': '#4A5E32', 'clusterBkg': '#161B22', 'clusterBorder': '#4A5E32', 'titleColor': '#E6C98F', 'edgeLabelBackground': '#161B22'}}}%%
flowchart TB
    subgraph Input["📥 BUSINESS IDEA INPUT"]
        IDEA[/"💡 Business Concept"/]
        DOMAIN[/"🏢 Industry Domain"/]
        TARGET[/"👥 Target Audience"/]
    end

    subgraph OpenAI["🧠 GPT-4 ANALYSIS ENGINE"]
        direction TB
        API[("🔌 OpenAI API
gpt-4-turbo")]

        subgraph Prompts["Analysis Prompts"]
            P1["📋 Market Size Prompt"]
            P2["📈 Growth Trends Prompt"]
            P3["🎯 Value Prop Prompt"]
        end
    end

    subgraph Analysis["📊 MARKET ANALYSIS"]
        direction TB
        SIZE["💰 Market Size
TAM/SAM/SOM"]
        TRENDS["📈 Industry Trends
Growth Projections"]
        VALUE["✨ Value Proposition
Unique Differentiators"]
        SWOT["⚖️ SWOT Analysis"]
    end

    subgraph Output["📤 ANALYSIS OUTPUT"]
        REPORT["📄 Market Analysis
Report Section"]
    end

    IDEA --> API
    DOMAIN --> Prompts
    TARGET --> Prompts
    API --> Prompts
    P1 --> SIZE
    P2 --> TRENDS
    P3 --> VALUE
    SIZE --> SWOT
    TRENDS --> SWOT
    VALUE --> SWOT
    SWOT --> REPORT

Workflow 2: MVP Feature Generator

%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#C17852', 'primaryTextColor': '#F0F6FC', 'primaryBorderColor': '#4A5E32', 'lineColor': '#E6C98F', 'secondaryColor': '#161B22', 'tertiaryColor': '#0D1117', 'background': '#0D1117', 'mainBkg': '#161B22', 'nodeBorder': '#4A5E32', 'clusterBkg': '#161B22', 'clusterBorder': '#4A5E32', 'titleColor': '#E6C98F', 'edgeLabelBackground': '#161B22'}}}%%
flowchart LR
    subgraph Input["📥 REQUIREMENTS"]
        REQ["📝 Raw Requirements"]
        USER["👤 User Stories"]
    end

    subgraph GPT4["🧠 GPT-4 PROCESSING"]
        direction TB
        PARSE["🔍 Parse Requirements
via OpenAI"]
        CLASSIFY["🏷️ Classify Features
Core vs Nice-to-Have"]
        SCORE["📊 Impact Scoring
Effort vs Value"]
    end

    subgraph Prioritization["🎯 PRIORITIZATION ENGINE"]
        MOSCOW["📋 MoSCoW Method
Must/Should/Could/Won't"]
        MATRIX["📈 Priority Matrix
2x2 Analysis"]
        ROADMAP["🗺️ MVP Roadmap"]
    end

    subgraph Output["📤 OUTPUT"]
        FEATURES["✅ Prioritized Features
Sprint-Ready Backlog"]
        SCOPE["📐 MVP Scope
Definition"]
    end

    REQ --> PARSE
    USER --> PARSE
    PARSE --> CLASSIFY
    CLASSIFY --> SCORE
    SCORE --> MOSCOW
    SCORE --> MATRIX
    MOSCOW --> ROADMAP
    MATRIX --> ROADMAP
    ROADMAP --> FEATURES
    ROADMAP --> SCOPE

Workflow 3: Competitive Analysis AI

%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#C17852', 'primaryTextColor': '#F0F6FC', 'primaryBorderColor': '#4A5E32', 'lineColor': '#E6C98F', 'secondaryColor': '#161B22', 'tertiaryColor': '#0D1117', 'background': '#0D1117', 'mainBkg': '#161B22', 'nodeBorder': '#4A5E32', 'clusterBkg': '#161B22', 'clusterBorder': '#4A5E32', 'titleColor': '#E6C98F', 'edgeLabelBackground': '#161B22'}}}%%
flowchart TB
    subgraph Input["📥 INDUSTRY DATA"]
        IND["🏭 Industry Vertical"]
        COMP["🏢 Known Competitors"]
        PROD["📦 Product Category"]
    end

    subgraph Research["🔍 GPT-4 RESEARCH"]
        direction TB
        API[("🔌 OpenAI API")]
        DISCOVER["🔎 Competitor Discovery
Market Players"]
        ANALYZE["📊 Feature Analysis
Product Comparison"]
        PRICING["💰 Pricing Intel
Market Positioning"]
    end

    subgraph Insights["💡 COMPETITOR INSIGHTS"]
        GAPS["🎯 Market Gaps
Opportunities"]
        STRENGTHS["💪 Competitor
Strengths"]
        WEAK["⚠️ Competitor
Weaknesses"]
        DIFF["✨ Differentiation
Strategy"]
    end

    subgraph Output["📤 OUTPUT"]
        LANDSCAPE["🗺️ Competitive
Landscape Report"]
        POSITION["📍 Positioning
Recommendations"]
    end

    IND --> API
    COMP --> API
    PROD --> API
    API --> DISCOVER
    API --> ANALYZE
    API --> PRICING
    DISCOVER --> GAPS
    ANALYZE --> STRENGTHS
    ANALYZE --> WEAK
    PRICING --> DIFF
    GAPS --> LANDSCAPE
    STRENGTHS --> LANDSCAPE
    WEAK --> LANDSCAPE
    DIFF --> POSITION
    LANDSCAPE --> POSITION

Workflow 4: Technical Stack Advisor

%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#C17852', 'primaryTextColor': '#F0F6FC', 'primaryBorderColor': '#4A5E32', 'lineColor': '#E6C98F', 'secondaryColor': '#161B22', 'tertiaryColor': '#0D1117', 'background': '#0D1117', 'mainBkg': '#161B22', 'nodeBorder': '#4A5E32', 'clusterBkg': '#161B22', 'clusterBorder': '#4A5E32', 'titleColor': '#E6C98F', 'edgeLabelBackground': '#161B22'}}}%%
flowchart LR
    subgraph Input["📥 USE CASE"]
        CASE["📋 Product Use Case"]
        SCALE["📈 Scale Requirements"]
        BUDGET["💵 Budget Constraints"]
    end

    subgraph OpenAI["🧠 GPT-4 ADVISOR"]
        direction TB
        EVAL[("🔌 OpenAI API
Tech Evaluation")]

        subgraph Analysis["Stack Analysis"]
            FRONT["🖥️ Frontend
Frameworks"]
            BACK["⚙️ Backend
Technologies"]
            DATA["🗄️ Database
Solutions"]
            INFRA["☁️ Infrastructure
& Cloud"]
        end
    end

    subgraph Recommend["💡 RECOMMENDATIONS"]
        STACK["🛠️ Recommended
Tech Stack"]
        ALT["🔄 Alternatives
& Trade-offs"]
        COST["💰 Cost
Projections"]
    end

    subgraph Output["📤 OUTPUT"]
        ARCH["🏗️ Architecture
Diagram"]
        GUIDE["📚 Implementation
Guide"]
    end

    CASE --> EVAL
    SCALE --> EVAL
    BUDGET --> EVAL
    EVAL --> FRONT
    EVAL --> BACK
    EVAL --> DATA
    EVAL --> INFRA
    FRONT --> STACK
    BACK --> STACK
    DATA --> STACK
    INFRA --> STACK
    STACK --> ALT
    STACK --> COST
    ALT --> ARCH
    COST --> GUIDE
    ARCH --> GUIDE

Workflow 5: Report Assembly Pipeline

%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#C17852', 'primaryTextColor': '#F0F6FC', 'primaryBorderColor': '#4A5E32', 'lineColor': '#E6C98F', 'secondaryColor': '#161B22', 'tertiaryColor': '#0D1117', 'background': '#0D1117', 'mainBkg': '#161B22', 'nodeBorder': '#4A5E32', 'clusterBkg': '#161B22', 'clusterBorder': '#4A5E32', 'titleColor': '#E6C98F', 'edgeLabelBackground': '#161B22'}}}%%
flowchart TB
    subgraph Analyses["📊 ALL ANALYSES"]
        A1["📈 Market Analysis"]
        A2["🎯 Feature Priority"]
        A3["🔍 Competitor Intel"]
        A4["🛠️ Tech Stack"]
    end

    subgraph Assembly["🧠 GPT-4 ASSEMBLY"]
        direction TB
        API[("🔌 OpenAI API
Report Generator")]

        MERGE["🔗 Merge Sections"]
        STYLE["✨ Apply Formatting
& Styling"]
        EXEC["📝 Generate
Executive Summary"]
        TOC["📑 Build Table
of Contents"]
    end

    subgraph QA["✅ QUALITY ASSURANCE"]
        REVIEW["🔍 AI Review
Consistency Check"]
        REFINE["✏️ Refine
Language"]
        VISUAL["📊 Add Charts
& Visuals"]
    end

    subgraph Output["📤 FINAL REPORT"]
        PDF["📄 PDF Report"]
        DECK["📊 Pitch Deck"]
        WEB["🌐 Web Dashboard"]
    end

    A1 --> MERGE
    A2 --> MERGE
    A3 --> MERGE
    A4 --> MERGE
    MERGE --> API
    API --> STYLE
    API --> EXEC
    STYLE --> TOC
    EXEC --> TOC
    TOC --> REVIEW
    REVIEW --> REFINE
    REFINE --> VISUAL
    VISUAL --> PDF
    VISUAL --> DECK
    VISUAL --> WEB

Workflow 6: Full POC FACTORY Architecture

%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#C17852', 'primaryTextColor': '#F0F6FC', 'primaryBorderColor': '#4A5E32', 'lineColor': '#E6C98F', 'secondaryColor': '#161B22', 'tertiaryColor': '#0D1117', 'background': '#0D1117', 'mainBkg': '#161B22', 'nodeBorder': '#4A5E32', 'clusterBkg': '#161B22', 'clusterBorder': '#4A5E32', 'titleColor': '#E6C98F', 'edgeLabelBackground': '#161B22'}}}%%
flowchart TB
    subgraph UserInput["👤 USER INPUT"]
        UI["💡 Business Idea
Submission Form"]
    end

    subgraph Intake["📥 INTAKE PROCESSING"]
        PARSE["🔍 Parse Input
Extract Key Info"]
        VALIDATE["✅ Validate
Completeness"]
        ENRICH["📝 Enrich with
Industry Context"]
    end

    subgraph OpenAI["🧠 OPENAI API ORCHESTRATION"]
        direction TB
        GPT[("🔌 OpenAI API
GPT-4 Turbo")]

        subgraph Parallel["Parallel Analysis Jobs"]
            J1["📊 Market
Analysis"]
            J2["🎯 Feature
Generator"]
            J3["🔍 Competitor
Analysis"]
            J4["🛠️ Tech
Advisor"]
        end
    end

    subgraph Processing["⚙️ REPORT PROCESSING"]
        AGG["🔗 Aggregate
Results"]
        FORMAT["✨ Format
& Structure"]
        SUMMARY["📝 Executive
Summary"]
    end

    subgraph Output["📤 COMPLETE MVP REPORT"]
        FINAL["📄 Business Analysis
Report"]
        METRICS["📊 Key Metrics
Dashboard"]
        ACTIONS["✅ Action Items
& Next Steps"]
    end

    UI --> PARSE
    PARSE --> VALIDATE
    VALIDATE --> ENRICH
    ENRICH --> GPT
    GPT --> J1
    GPT --> J2
    GPT --> J3
    GPT --> J4
    J1 --> AGG
    J2 --> AGG
    J3 --> AGG
    J4 --> AGG
    AGG --> FORMAT
    FORMAT --> SUMMARY
    SUMMARY --> FINAL
    SUMMARY --> METRICS
    SUMMARY --> ACTIONS