AI Trading Studio

Build custom AI-powered trading tools without code (eToro AI Tools inspired)

Overview

Create, train, and deploy AI models for trading using natural language. No coding required.

Capabilities

1. Custom Indicator Builder

• Describe what you want to measure
• AI generates the indicator code
• Test on historical data
• Deploy to live charts

Example: "Create an indicator that shows overbought conditions using RSI, Stochastic, and Williams %R combined"

2. Strategy Architect

• Describe entry/exit rules in plain English
• AI creates the trading logic
• Backtest automatically
• Iterate with feedback

Example: "Buy when price crosses above 20 EMA with RSI below 40, sell when RSI reaches 70"

3. Signal Generator

• Train AI on your winning trades
• Model learns your patterns
• Generates signals matching your style
• Confidence scores included

4. Market Analyzer

• Natural language market queries
• "What's the correlation between BTC and tech stocks this month?"
• "Show me oversold assets in my watchlist"
• "Which crypto has the best risk-adjusted returns?"

5. Portfolio Optimizer

• Describe your goals
• AI suggests optimal allocation
• Rebalancing recommendations
• What-if scenarios

Models Available

Model	Use Case	Speed	Accuracy
K.I.T. Fast	Screeners, simple queries	<1s	85%
K.I.T. Pro	Strategy building, analysis	2-5s	92%
K.I.T. Ultra	Complex modeling, ML	10-30s	97%

Workflow

1. Describe: Tell AI what you want
2. Generate: AI creates the solution
3. Test: Run backtests and simulations
4. Refine: Iterate with feedback
5. Deploy: Go live with one click

Safety Features

• All generated code is sandboxed
• Paper trading required for new strategies
• Risk analysis before deployment
• Rollback capability

Commands

• kit studio create <type> - Start new project
• kit studio chat - Interactive AI session
• kit studio test <project> - Backtest
• kit studio deploy <project> - Go live
• kit studio list - Your projects

API Endpoints

• POST /api/studio/create - Create project
• POST /api/studio/generate - Generate code
• POST /api/studio/test - Run backtest
• POST /api/studio/deploy - Deploy to live
• GET /api/studio/projects - List projects