lattice

Lattice makes AI-powered market analysis and paper trading accessible through natural language, while giving users clear control over risk. Designed to be approachable for beginners, it allows users to analyze stocks, discover potential opportunities, understand market conditions, and prepare paper trades simply by describing what they want. Users begin by configuring a personal risk profile, including maximum loss per trade, daily loss limits, and take-profit targets, contract liquidity, and approved stocks. Lattice provides two independent automated strategies that users can enable or disable at any time. The technical agent analyzes price action, indicators, market regimes, and options data. The news agent uses a locally running Qwen model to assess recent company news, its relevance, and its potential market impact. Keeping the strategies independent makes it clear whether an opportunity originated from technical evidence or a real-world event. A conversational trading agent makes the platform easy to use without requiring advanced trading tools or complex commands. Users can ask Lattice to analyze a stock, scan the configured market for opportunities, explain account conditions, or prepare a stock or options paper trade. Before execution, it presents the exact quantity, contract, limit price, estimated maximum loss, stop, target, and expiration for confirmation. Every opportunity, rejection, and paper trade includes an explainable report showing its origin, supporting evidence, selected contract, risk assessment, and execution outcome. Users can understand why the system acted—or why it decided not to trade. Lattice integrates Alpaca’s Trading and Market Data APIs, Alpaca CLI, and Alpaca MCP server. It brings together technical analysis, news analysis, and natural-language interaction under one transparent risk authority: configure your limits, choose your agents, understand every decision, and explore trading safely in Alpaca’s paper environment.