Bruno AI: An AI Trading Analyst That Actually Executes
Most AI chat features in trading platforms are glorified search boxes. They can answer questions about what a stock is, maybe pull a price quote. They cannot do anything.
We built Bruno AI differently. It is a streaming AI financial analyst embedded directly into the trading platform with live access to 9 execution tools. It can check your account balance, show your open positions, analyze an instrument with real market data, place a market order, set a limit order, close a position, and modify stop-loss and take-profit levels. All through natural language conversation.
What Bruno AI Can Do
Market Analysis: "Tell me about Tesla" triggers a comprehensive analysis -- current price, technical indicators, recent news, and sentiment. This is not a canned response. The AI queries live instrument data and synthesizes a real-time view.
Account Management: "Show my balance" or "what positions do I have open" pulls real data from the client's MT5 account. Balance, equity, margin, leverage, and P&L -- all surfaced conversationally.
Trade Execution: "Buy 100 shares of AAPL" or "sell 0.5 lots of EURUSD" executes a real trade through the platform. The AI confirms the order details and provides execution confirmation.
Position Management: "Close my AAPL position" or "set stop loss at 145 for my Tesla trade" modifies live positions. Partial closes are supported.
Intent Detection: The system includes a dedicated intent detection layer that handles typos ("telsa" becomes TSLA), disambiguates between similar requests, and routes to the correct tool. Common symbols like "bitcoin" automatically resolve to BTCUSD.
Architecture Decisions
Streaming: Responses stream in real-time via WebSocket. The client sees the AI thinking and responding character by character, not waiting for a full response. This is critical for trading where seconds matter.
Financial Guardrails: A guardrails service blocks all non-financial topics. The AI will not discuss politics, health, coding, or general knowledge. It stays in its lane: markets, trading, accounts, and risk.
Tool Calling: The AI uses OpenAI-compatible function calling to decide which tools to invoke. Each tool has a precise description and parameter schema so the model knows when and how to use it. Nine tools cover the full trading workflow from analysis to execution.
Content Moderation: All user input passes through a content moderation layer before reaching the AI. This protects the platform in a regulated environment.
Results
- Traders interact with their accounts through conversation instead of navigating complex UI
- Trade execution through natural language reduces errors from manual order entry
- Real-time streaming means no waiting -- the experience feels like chatting with a human analyst
- Financial guardrails ensure the platform stays compliant and on-topic
- Symbol auto-correction reduces friction for traders who type fast and imprecisely
How It Fits Your Platform
If you operate a trading platform and want to give your clients an AI co-pilot, Bruno AI integrates via API and WebSocket. It connects to MT5 (or any trading backend with an API layer). The persona, tools, and guardrails are all configurable for your brand and regulatory requirements.
To see Bruno AI running live with real market data, contact info@salem.ventures.
