Core Capabilities
An AI Agent platform built for professional investors
Multi-Agent Teams
29 preset expert agent teams with DAG orchestration, simulating institutional workflows like investment committee debates, global equity desks, and crypto trading desks
Cross-Market Backtesting
7 backtesting engines supporting cross-market portfolio backtesting, with Monte Carlo simulation, Bootstrap confidence intervals, and walk-forward validation
Multi-Platform Export
One-click export to TradingView Pine Script v6, TongDaXin/TongHuaShun formulas, and MetaTrader 5 MQL5 for seamless research-to-production workflow
Shadow Account
Broker trade log behavioral analysis with automatic bias detection, shadow backtesting generates 8-chapter comparative reports
Document Understanding
Parse PDF/Word/Excel/PPT/images with one-click upload for research reports and financial statements, powered by OCR
Persistent Memory
Cross-session persistent research memory with editable skill library, turning repeated workflows into reusable automations
Strategy to Returns
One pipeline that shows how a strategy becomes returns: market data, factors, strategy, signals, trades, and equity validation
Market Data
Factors
MomentumValueQualityVolatility
Strategy
Momentum Pro v2
Buy/Sell Signals
Buy
Sell
Trades
BTC-USDT+2.1%AAPL+0.8%600519.SH+3.2%
Equity Curve
Demo Data
Total Return +24.6%Annualized +18.3%Sharpe 1.42Max Drawdown -8.7%Win Rate 61%
Market Data
Factors
MomentumValueQualityVolatility
Strategy
Momentum Pro v2
Buy/Sell Signals
Buy
Sell
Trades
BTC-USDT+2.1%AAPL+0.8%600519.SH+3.2%
Equity Curve
Demo Data
Total Return +24.6%Annualized +18.3%Sharpe 1.42Max Drawdown -8.7%Win Rate 61%
The pipeline and performance metrics above are simulated (Demo / Simulated) — not real investment returns
Live Buy/Sell Signals
Buy/sell signals captured in real time by multi-factor strategies, with trigger price, confidence, and risk labels
Backtested — past performance does not guarantee future results
Daily Analysis Report
A market summary, key views, and risk alerts generated every morning (static demo placeholder)
Global Market Coverage
Connected to 6 major data sources, covering stocks, cryptocurrencies, futures, forex, and more
🇨🇳China A-SharesTushare / AKShare
🇭🇰Hong Kong StocksFutu / AKShare
🇺🇸US Stocksyfinance
🇨🇦Canada Stocksyfinance
🇬🇧UK Stocksyfinance
🇮🇳India Stocksyfinance
🇰🇷Korea Stocksyfinance
CryptocurrencyOKX / CCXT
FuturesAKShare
Forexyfinance
Smart data source fallback, most basic data requires no API key