GMI · TECHNOLOGY OBSERVATORY // ALL SYSTEMS NOMINAL
ENGINEERED BY LEOPARD DATA

Modular Report Architecture

Future-ready modular report generation system allowing users to select from multiple specialized report generators based on their needs.

GENERATOR SUITE ROADMAP
rendering diagram…
flowchart TB
    subgraph PLATFORM[Shared Platform Layer]
        DB[(Database<br/>Job Queue)]
        BLOB[(Azure Blob<br/>Storage)]
        SVC[Shared Services<br/>51 interfaces]
        NOTIFY[Notification<br/>System]
    end
    subgraph GENERATORS[Report Generator Suite]
        ALPHA[Alpha<br/>Traditional Analysis<br/>LIVE]:::app
        BETA[Beta<br/>Real-Time Dashboard<br/>PLANNED]:::svc
        CHARLIE[Charlie<br/>AI-Powered Insights<br/>FUTURE]:::svc
        DELTA[Delta<br/>Options - Derivatives<br/>FUTURE]:::svc
    end
    USER[User selects<br/>report type]:::ext
    OUTPUT[Report Output<br/>Excel - HTML - JSON]:::data
    USER --> ALPHA
    USER --> BETA
    USER --> CHARLIE
    USER --> DELTA
    ALPHA --> DB:::data
    BETA --> DB
    CHARLIE --> DB
    DELTA --> DB
    DB --> SVC:::app
    SVC --> BLOB:::data
    SVC --> NOTIFY:::app
    ALPHA --> OUTPUT
    BETA --> OUTPUT
    CHARLIE --> OUTPUT
    DELTA --> OUTPUT
classDef app fill:#1f2630,stroke:#C0894E,color:#F3EFE8;
classDef svc fill:#241c14,stroke:#E2B583,color:#F3EFE8;
classDef data fill:#22201a,stroke:#C0894E,color:#EBD3AE;
classDef ext fill:#1b1f27,stroke:#5A616B,color:#C4C0B8;
classDef sec fill:#1d2733,stroke:#5cc8e0,color:#eafaff;
Four phased generators share a common platform layer while each specializes for different investor needs.

Modular Architecture Vision

User-Driven Evolution: Based on customer feedback and specific use cases, Grade My Investments will expand from a single report generator to a suite of specialized generators, each optimized for different analysis needs and report formats.
Architecture Benefits
  • Modularity: Independent generators for specific needs
  • Scalability: Add new generators without affecting existing ones
  • User Choice: Select the best generator for your analysis
  • Performance: Optimized for specific report types
  • Maintainability: Isolated codebases for easier updates
  • Innovation: Test new features in specific generators

Report Generator Suite

Current Production Generator

The original and proven report generator that established Grade My Investments' reputation.

  • Comprehensive Excel reports with multiple worksheets
  • JSON data export for programmatic access
  • Technical indicators and fundamental analysis
  • Portfolio performance metrics
  • Batch processing of up to 500 symbols
Best For:
  • Traditional investors
  • Portfolio managers
  • Long-term analysis
  • Comprehensive reports

Next Generation Real-Time Analysis

Based on user feedback requesting more dynamic, real-time reporting capabilities.

  • Live streaming data integration
  • Interactive HTML5 dashboards
  • Real-time alerts and notifications
  • WebSocket data feeds
  • Customizable widgets and layouts
  • Mobile-responsive design
Best For:
  • Day investors
  • Active investors
  • Real-time monitoring
  • Quick decision making

Machine Learning Enhanced Analysis

Incorporating artificial intelligence for predictive analytics and pattern recognition.

  • ML-based price prediction models
  • Natural language report summaries
  • Anomaly detection and alerts
  • Sentiment analysis integration
  • Pattern recognition across markets
  • Automated investment signal generation
Best For:
  • Quantitative analysts
  • Algorithmic investors
  • Research teams
  • Advanced strategies

Specialized Options Analysis

Focused on derivatives, options chains, and advanced investment strategies.

  • Options chain analysis and Greeks
  • Implied volatility surfaces
  • Options strategy backtesting
  • Futures and commodities analysis
  • Risk/reward scenario modeling
  • Multi-leg strategy optimization
Best For:
  • Options investors
  • Hedge funds
  • Risk managers
  • Derivatives specialists

Implementation Strategy

Phased Rollout Plan
Phase 1: Alpha (Current)

Production-ready traditional report generation

Phase 2: Beta (2027)

Real-time dashboard based on user feedback

Phase 3: Charlie (2027)

AI-enhanced analysis capabilities

Phase 4: Delta (2028)

Options and derivatives specialization

Technical Architecture

Current Project Structure
Gmi.ReportEngine.Console/        # Job orchestrator
├── ReportEngineService.cs       # Multi-threaded job dispatch
└── Program.cs                   # Service host setup

Gmi.ReportGeneratorAlpha.Console/ # Alpha generator (LIVE)
├── ReportGeneratorService.cs    # Report generation logic
├── ExcelReportMethods.cs        # Excel output (EPPlus)
├── HtmlReportMethods.cs         # HTML output
├── MLForecastingService.cs      # ML.NET forecasting
├── RateLimiter.cs               # FMP API rate limiting
└── AzureBlobStorageService.cs   # Blob upload

Shared Libraries/
├── Gmi.Services/                # Business logic (51 interfaces)
├── Gmi.DataAccess/              # EF Core repositories (46 implementations)
├── Gmi.ClassLibrary/            # Domain models (61 entities)
└── Gmi.RestClient.FinancialDataProvider/  # FMP API client
Generator Selection Logic

User Interface:

  1. User selects report type from dropdown
  2. System routes job to appropriate generator
  3. Generator processes with specialized logic
  4. Output formatted for specific use case
  5. Results delivered via preferred channel
User Feedback Driving Development

Each new generator is developed based on specific user requests:

  • Beta: "We need real-time updates"
  • Charlie: "Can it predict trends?"
  • Delta: "We trade options heavily"
Selection Criteria

Users will choose generators based on:

  • Investment strategy
  • Time horizon
  • Asset classes
  • Analysis depth
  • Delivery format
  • Update frequency
Common Features

All generators will share:

  • Database job processing
  • Azure blob storage
  • Error handling
  • Notification system
  • Audit logging
  • Security features
Future Possibilities

Additional generators under consideration:

  • Echo: ESG/Sustainability focus
  • Foxtrot: Crypto/Digital assets
  • Golf: International markets
  • Hotel: Fixed income/Bonds
Generator development is driven entirely by user needs and feedback.