Human-driven Application Layer

This layer contains applications that require human oversight and decision-making. These components provide the interface through which users interact with the World Fund ecosystem.

Fund Marketplace

The Fund Marketplace connects investors with fund managers, enabling capital allocation and performance tracking:

• Fund Discovery: Investors can browse and filter funds based on strategy type, performance metrics, risk profiles, and other key parameters

• Capital Allocation: Simple interface for investing in and withdrawing from funds

• Performance Analytics: Comprehensive dashboards for tracking fund performance against benchmarks

• Manager Profiles: Transparent information about fund managers, their track records, and strategy descriptions

Fund Builder

The Fund Builder enables strategy creation through natural language, making sophisticated quantitative trading accessible to non-technical users:

• Conversational Interface: Users describe trading strategies in plain language

• LLM-Powered Translation: AI models translate natural language into executable trading code

• Interactive Refinement: Users can iteratively improve strategies through feedback loops

• Strategy Visualization: Clear visualization of strategy logic and expected behavior

• Parameter Configuration: User-friendly interfaces for setting and testing strategy parameters

Human-operated Funds

Human-operated funds are managed directly by human fund managers who make strategic decisions while leveraging the platform's infrastructure:

• Strategy Management: Tools for developing, backtesting, and deploying strategies

• Portfolio Construction: Interfaces for building diversified portfolios across multiple assets

• Risk Controls: Systems for setting and monitoring risk parameters

• Execution Management: Tools for optimizing trade execution and monitoring market impact

• Performance Reporting: Comprehensive analytics on fund performance and attribution

Integration with AI Layer

While human-driven, these applications seamlessly integrate with the AI-driven layer below:

• Strategies created in the Fund Builder can be validated and optimized by the Quant Agent

• Human-operated funds can leverage AI recommendations while maintaining human oversight

• The Fund Marketplace incorporates AI-powered analytics to help investors make informed decisions

This hybrid approach combines human creativity and judgment with AI-powered analytics and execution, creating a powerful synergy that amplifies the capabilities of both.