AI-Powered Trading Infrastructure for Robinhood
RGPT (Robinhood GPT) is an OpenAI-integrated trading platform designed to bring structured intelligence, automation, and explainable AI into retail trading workflows.
It is not just a signal tool.
It is a decision-support engine powered by large language models.
Platform Architecture
RGPT consists of three core components:
1. RGPT Core Engine
- Strategy logic execution
- Indicator evaluation
- Risk rule enforcement
- Trade orchestration
- AI prompt construction & response parsing
2. AI Intelligence Layer (OpenAI Integration)
- Market condition interpretation
- Multi-indicator contextual reasoning
- Trade explanation generation
- Risk scenario modeling
- Strategy validation prompts
3. RGPT Web Dashboard
- Engine health monitoring
- Strategy status visibility
- Trade log visualization
- AI reasoning display
- Execution history tracking
OpenAI-Powered Intelligence
RGPT integrates directly with OpenAI APIs to add adaptive reasoning to your trading logic.
Instead of relying on static triggers alone, RGPT can:
- Interpret RSI + MACD + EMA relationships in context
- Evaluate trend strength and volatility conditions
- Generate structured trade analysis summaries
- Provide AI-based confidence commentary
- Explain why a trade condition is valid or invalid
This allows traders to combine deterministic logic with probabilistic AI reasoning.
Intelligent Trade Workflow
- Market data feeds into the Core Engine
- Indicators and predefined rules are evaluated
- Context is packaged into structured AI prompts
- OpenAI returns interpretive analysis
- RGPT applies risk controls
- Trade is logged, signaled, or executed (based on configuration)
This hybrid approach provides:
- Structured logic
- AI-assisted confirmation
- Transparent reasoning
- Configurable execution control
Risk Management Framework
RGPT includes configurable safeguards:
- Position sizing logic
- Stop-loss enforcement
- Maximum trade exposure limits
- AI-assisted risk commentary
- Execution mode toggles (Signal-only vs Execution)
AI enhances decision support — it does not override configured risk boundaries.
Transparency & Explainability
One of RGPT’s defining features is visibility into AI reasoning.
The dashboard displays:
- AI signal interpretation
- Trade justification summary
- Risk considerations
- Contextual market explanation
This helps traders understand why a condition triggered — not just that it triggered.
Designed For
- AI-forward retail traders
- Strategy builders experimenting with prompt-based logic
- Developers exploring LLM-driven market interpretation
- Traders seeking structured, explainable workflows
Technology Stack
- .NET-based trading engine
- Web dashboard interface
- OpenAI API integration
- Secure license validation
- Local execution environment
Compliance & Independence
RGPT operates independently and is not affiliated with Robinhood Markets, Inc.
All trading decisions remain the responsibility of the user.