AI System

How Our AI Works

TradeHeavenAI’s AI engine is built to deliver institutional-quality insights, signals, and strategies—fully on-chain and accessible to everyone. Our models continuously learn from the latest market data, news, and user feedback, allowing them to adapt to any trading condition across multiple asset classes.

Key AI Components

  • AI Signals: Model-driven buy/sell alerts and signal feeds for crypto, forex, and indexes.
  • AI Dashboard: Personalized analytics, portfolio PnL, performance metrics, and market scanning.
  • Strategy Builder: Visual tools to build, backtest, and deploy custom AI strategies.
  • API & Integration: Real-time data feed and signal delivery for bots, advanced traders, and portfolio management systems.

Technology & Methodologies

  • Ensemble Models: Hybrid deep learning, XGBoost, and HMM (Hidden Markov Models) for both trend-following and mean-reversion setups.
  • Feature Engineering: Automated selection of technical, sentiment, and order book features.
  • Reinforcement Learning: Adaptive models optimize entries and exits as markets change.
  • NLP (Natural Language Processing): Sentiment analysis of crypto news, Twitter, and global finance feeds.
  • On-chain Data: Uses blockchain events, liquidity, and DeFi stats for context-aware signals.

Data Sources

  • Major CEX/DEX price feeds (Binance, Coinbase, Raydium, Jupiter, etc.)
  • On-chain Solana transaction data
  • Order book depth, volatility, and liquidity data
  • News APIs, social sentiment, Twitter/X, and RSS feeds
  • User and strategy feedback loops for model re-training

What Users Get from AI

  • Access to high-confidence, live signals and alerts for all supported assets
  • Full control: build, backtest, and deploy your own AI trading strategies
  • Analytics and portfolio insights powered by real machine learning models
  • APIs and webhooks to integrate signals into your trading bots or dashboards
  • Continuous improvement—every user action helps train better models

Learn More: AI Deep Dives