TensorFlow AI Trading Engine
ToneeExchange AI Trader is built on TensorFlow — Google's open-source deep learning framework. We pair convolutional neural networks (CNN) with deterministic JavaScript execution templates to deliver 24/7 algorithmic trading on Forex, Gold and CFDs.
The Brain & The Limbs
Each algorithm is split into two parts. One part is a JavaScript program that executes order-placement operations — analogous to the limbs. The other part is a TensorFlow CNN model that consumes market information and generates trading instructions — functioning like the brain's decision-making process.
This separation abstracts execution into reusable templates, while the AI model — trained on data unreadable to humans — protects the business secrets of every strategy at the algorithmic level.
Deep learning, production-grade
TensorFlow gives us a battle-tested platform to train, validate and deploy neural networks that read market microstructure the way humans read price charts — only faster, and without bias.
Convolutional layers extract patterns from candlestick, order-book and volatility data — finding setups humans miss.
Dedicated models per pair (EURUSD, XAUUSD, GBPUSD…) trained on years of tick data.
Models run on accelerated hardware so predictions arrive before the candle closes.
Every strategy is validated against historical data before going live on your account.
Hard-coded JS limbs enforce position sizing, stop-loss and drawdown rules the AI cannot override.
Models are retrained on rolling windows to adapt to changing market regimes.
Activate AI in 2 clicks
To start trading with the AI model, open the AI panel and follow two simple steps:
- 1Click Import via URLs
Load the TensorFlow model (JSON + Weights) and its JavaScript execution template into your account.
- 2Click Running AI
The AI starts analyzing the market and placing trades automatically — 24/7.
The AI runs in your browser session. To trade non-stop, you must either:
- Rent a VPS (Virtual Private Server) and keep the trader open there, or
- Keep the browser tab open on your own computer 24 hours a day.
If the AI disconnects or the Running status disappears, click Continue from Last to resume from where it stopped.
From market data to executed trade
- 01Ingest
Stream tick-level market data from tier-1 liquidity providers.
- 02Infer
TensorFlow CNN model scores the current setup and outputs an instruction.
- 03Decide
JS template validates the signal against risk rules and account state.
- 04Execute
Order is routed to the broker in <10ms via ECN/STP.