BUSINESS INTEL PIPELINE

2 Squirrels AI

Technology Stack

Vision AIOpenAI Vision (GPT-4o)
Search APISerper API
MobileFlutter
LanguageDart
AI FrameworkOpenAI SDK

Architecture Note: Flutter-based mobile business photo analyzer leveraging OpenAI Vision for entity extraction and Serper API for real-time web enrichment and competitive intelligence.

AI Intelligence Pipeline

📱
Flutter Capture
Mobile Camera Input
👁️
GPT-4 Vision
Entity Extraction
🔍
Serper API
Web Enrichment
📊
Intel Generator
Business Reports

OpenAI Vision Analysis

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flowchart LR
    subgraph Input["📥 Business Photo"]
        PHO["📷 Photo Capture"]
        B64["📦 Base64 Encode"]
    end
    subgraph Vision["👁️ GPT-4 Vision"]
        API["🔌 OpenAI API"]
        GPT["🧠 GPT-4o Vision"]
        PRO["📝 Analysis Prompt"]
    end
    subgraph Extract["🔧 Entity Extraction"]
        BIZ["🏢 Business Name"]
        LOC["📍 Location Data"]
        PRD["📦 Products/Services"]
        CON["📞 Contact Info"]
    end
    subgraph Output["📤 Structured Data"]
        JSON["📊 Entity JSON"]
    end
    PHO --> B64
    B64 --> API
    API --> PRO
    PRO --> GPT
    GPT --> BIZ
    GPT --> LOC
    GPT --> PRD
    GPT --> CON
    BIZ --> JSON
    LOC --> JSON
    PRD --> JSON
    CON --> JSON
                

Serper Web Enrichment

%%{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["📥 Extracted Entities"]
        ENT["🏢 Business Entities"]
        QRY["🔤 Query Builder"]
    end
    subgraph Serper["🔍 Serper API"]
        API["🌐 Search Request"]
        SER["🔍 Serper Engine"]
        RES["📋 Search Results"]
    end
    subgraph Enrich["📊 Data Enrichment"]
        WEB["🌐 Website Data"]
        REV["⭐ Reviews"]
        SOC["📱 Social Profiles"]
        CMP["🏪 Competitors"]
    end
    subgraph Output["📤 Enriched Profile"]
        PRF["📊 Business Profile"]
    end
    ENT --> QRY
    QRY --> API
    API --> SER
    SER --> RES
    RES --> WEB
    RES --> REV
    RES --> SOC
    RES --> CMP
    WEB --> PRF
    REV --> PRF
    SOC --> PRF
    CMP --> PRF
                

Flutter Camera 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 LR
    subgraph Mobile["📱 Flutter App"]
        CAM["📷 Camera Plugin"]
        PRV["👁️ Preview Widget"]
        CAP["📸 Capture Button"]
    end
    subgraph Process["⚙️ Image Processing"]
        IMG["🖼️ Image File"]
        CMP["🗜️ Compression"]
        B64["📦 Base64"]
    end
    subgraph API["🔌 API Layer"]
        REQ["📡 HTTP Request"]
        HDR["🔑 Auth Headers"]
        END["🎯 Vision Endpoint"]
    end
    subgraph Response["📤 Response"]
        JSON["📊 JSON Response"]
        PAR["🔧 Dart Parser"]
        UI["📱 Update UI"]
    end
    CAM --> PRV
    PRV --> CAP
    CAP --> IMG
    IMG --> CMP
    CMP --> B64
    B64 --> REQ
    REQ --> HDR
    HDR --> END
    END --> JSON
    JSON --> PAR
    PAR --> UI
                

Competitive Intelligence

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flowchart TB
    subgraph Sources["📥 Intel Sources"]
        VIS["👁️ GPT-4 Vision
Entity Data"] SER["🔍 Serper API
Web Data"] end subgraph Analysis["🧠 AI Analysis"] MRG["🔀 Data Merge"] GPT["🧠 GPT-4 Analysis"] CMP["📊 Competitor
Comparison"] end subgraph Insights["💡 Market Insights"] STR["💪 Strengths"] WEK["⚠️ Weaknesses"] OPP["🎯 Opportunities"] THR["🔥 Threats"] end subgraph Output["📤 SWOT Report"] RPT["📋 Intelligence
Report"] end VIS --> MRG SER --> MRG MRG --> GPT GPT --> CMP CMP --> STR CMP --> WEK CMP --> OPP CMP --> THR STR --> RPT WEK --> RPT OPP --> RPT THR --> RPT

AI Report Generation

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flowchart LR
    subgraph Data["📥 Combined Data"]
        VD["👁️ Vision Data"]
        WD["🔍 Web Data"]
        CD["📊 Competitor Data"]
    end
    subgraph GPT["🧠 GPT-4 Report Gen"]
        CTX["📝 Context Builder"]
        PRO["📋 Report Prompt"]
        GEN["🤖 GPT-4 Generation"]
    end
    subgraph Format["📄 Report Format"]
        SUM["📊 Executive Summary"]
        DET["📋 Detailed Analysis"]
        REC["🎯 Recommendations"]
    end
    subgraph Output["📤 Business Report"]
        PDF["📄 PDF Export"]
        APP["📱 In-App View"]
    end
    VD --> CTX
    WD --> CTX
    CD --> CTX
    CTX --> PRO
    PRO --> GEN
    GEN --> SUM
    GEN --> DET
    GEN --> REC
    SUM --> PDF
    DET --> PDF
    REC --> PDF
    SUM --> APP
    DET --> APP
    REC --> APP
                

Full Intel Architecture

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flowchart TB
    subgraph Mobile["📱 Flutter Mobile"]
        APP["📱 Business Intel App"]
        CAM["📷 Camera Capture"]
    end
    subgraph Vision["👁️ OpenAI Vision"]
        B64["📦 Base64 Image"]
        V_API["🔌 Vision API"]
        GPT_V["🧠 GPT-4 Vision"]
    end
    subgraph Search["🔍 Web Search"]
        ENT["🏢 Entities"]
        S_API["🔍 Serper API"]
        WEB["🌐 Web Results"]
    end
    subgraph Intel["🧠 AI Intelligence"]
        MRG["🔀 Data Fusion"]
        GPT["🤖 GPT-4 Analysis"]
        INT["💡 Insights Engine"]
    end
    subgraph Output["📤 Deliverables"]
        RPT["📊 Intel Report"]
        CMP["📈 Competitor Matrix"]
        ACT["🎯 Action Items"]
    end
    APP --> CAM
    CAM --> B64
    B64 --> V_API
    V_API --> GPT_V
    GPT_V --> ENT
    ENT --> S_API
    S_API --> WEB
    GPT_V --> MRG
    WEB --> MRG
    MRG --> GPT
    GPT --> INT
    INT --> RPT
    INT --> CMP
    INT --> ACT