09/23/2025
AI Trading Bot Essentials
1. Market Data – Real-time prices, historical data, news & sentiment feeds.
2. Analysis – Technical indicators, chart patterns, on-chain analytics.
3. AI/ML – Prediction models, reinforcement learning, NLP, clustering.
4. Risk Management – Stop-loss, position sizing, volatility control.
5. Ex*****on – Exchange APIs, smart order routing, HFT.
6. Backtesting – Strategy testing, paper trading, simulations.
7. Monitoring – Dashboards, alerts, cloud deployment.
✅ In short: AI bots combine market data, analysis, AI models, ex*****on, and risk controls to trade