AI Trading Signals You Can Verify
TRADEMEM delivers real-time trading signals powered by KANNOT-1M — a gradient-boosted ensemble of 5,034 decision trees. Every signal comes with its probability, its market regime tag, and its backtest track record.
How AI Trading Signals Are Generated
Each signal starts with 79 engineered features extracted from raw market data — multi-timeframe RSI, rolling volatility, normalized OHLC, body ratios, and returns kurtosis. The model classifies market conditions and outputs a probability-weighted buy, hold or sell recommendation.
Every Signal Includes Regime Context
Dedicated tag models classify the current market state as bull, bear or stagnant. This regime detection ensures signals adapt to conditions rather than following static rules. A buy signal in a stagnant regime is treated differently than one in a confirmed bull trend.
Multi-Timeframe Signal Analysis
Signals are generated across multiple timeframes (1 week, 1 month) and consolidated into a single actionable decision. If shorter-term views disagree with longer-term trends, the system applies conservative overrides — prioritizing capital protection.
Backtested Performance Per Asset
Every tracked asset carries its full backtest history: total return, win rate, maximum drawdown, number of trades and cumulated position duration. If a backtest shows negative returns, the signal is automatically overridden to sell.
FAQ
How often are AI trading signals updated?
Signals are refreshed every 15 minutes with the latest market data. Staleness thresholds vary by data type to ensure you always act on current information.
What assets are covered?
TRADEMEM tracks stocks, ETFs, crypto and currencies. The beta currently covers a curated watchlist of assets with full signal coverage.
Is this financial advice?
No. TRADEMEM provides AI-generated signals for informational purposes only. Trading involves significant risk and past performance does not guarantee future results.