Scalable AI Agent Framework

The AI Agent Framework is the technical foundation of TradeyAI.

Modular Agent Architecture

Each AI agent performs a specialized function, such as:

• Market trend analysis
• Risk management
• Entry/exit timing
• Portfolio rebalancing
• Sentiment and macro signal processing

Agents are modular and composable, allowing flexible strategy assembly.

Mastermind Orchestration Layer

At the core of the framework lies the Mastermind—a coordination layer responsible for:

• Interpreting user-defined objectives
• Assigning tasks to appropriate AI agents
• Sequencing actions into executable investment workflows
• Producing measurable investment outcomes

This enables complex strategies to be executed as coherent, automated processes.

Multi-Model and Multi-Asset Support

The framework supports:

• Multiple AI models (LLMs, statistical models, hybrid systems)
• On-chain assets including cryptocurrencies, RWAs, and future tokenized instruments

This design ensures adaptability as both AI technology and financial primitives evolve.

Open Agent Standard

TradeyAI adopts an open agent standard, enabling:

• Developers to create and publish custom agents
• Strategists to encode proprietary logic
• Community members to contribute improvements