Trading OS — AI Trading Platform
A self-hosted AI trading platform built around a multi-agent pipeline, with integrations across eight brokers and exchanges and a deterministic risk gate before execution.
- Project type
- Custom trading platform engineering
- Status
- Confidential Engagement — Private client platform
- Ownership
- Client-owned platform. The client's name is confidential.
- Attribution
- Engineered by ORVINUS TECHNOLOGIES LLP under a development contract.
Problem, Approach, Contribution
Business problem
The client needed one platform unifying AI-generated signals, risk management, backtesting and execution across stocks, crypto, forex and prediction markets.
Engineering approach
ORVINUS designed a 13-agent pipeline in which every signal is stress-tested with a 1,000-path Monte Carlo simulation and must pass a deterministic risk gate before an order is placed. The platform is event-driven, with a React dashboard, Telegram and Discord bots, and walk-forward backtesting.
ORVINUS contribution
System architecture, the multi-agent pipeline, broker integrations, the risk gate, backtesting and the dashboard.
Key Capabilities
- 13-agent AI pipeline
- Monte Carlo signal validation
- Deterministic risk gate
- Walk-forward backtesting
- Multi-broker execution
- Dashboard and chat-bot control
Integrations
- Binance
- MetaTrader 5
- Alpaca
- Tradier
- Charles Schwab
- Interactive Brokers
- Polymarket
- Kalshi
Technology
- React
- Event-driven services
- Broker and exchange APIs
- Telegram & Discord bots
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