Directional Intelligence
CYPHER Signal
3 independent AI voters. 148 input factors. 2/3 agreement required to fire. Walk-forward validated on 65,702+ out-of-sample predictions. Not another RSI crossover.
How It Works
Every signal passes through a 3-stage pipeline before it reaches you.
148 Input Factors
Technical Indicators
60+Multi-timeframe RSI, MACD, Bollinger, ATR, Stochastic, and proprietary oscillators
Volume & Orderflow
25+CVD, OBV, VWAP deviation, volume profile zones, OI delta
Pattern Recognition
598Walk-forward validated candlestick and structural patterns with statistical edge
Regime & Context
40+Volatility regime, trend strength, session context, correlation matrices
3 Independent AI Voters
Each voter uses a fundamentally different algorithm. 2/3 must agree before any signal fires.
Voter 1
Linear statistical model. Fast, interpretable, excels in trending markets.
Voter 2
Probabilistic classifier. Captures non-linear relationships traditional models miss.
Voter 3
Ensemble tree model. Handles complex market interactions and regime shifts.
Agreement Filter
Signals only fire when at least 2 of 3 voters agree on direction. This orthogonal validation eliminates noise and dramatically reduces false signals compared to single-model systems.
Walk-Forward Validated Accuracy
Out-of-sample results across 4 autonomous trading engines.
| Engine | Accuracy |
|---|---|
| Scalp 5m | 75.79% |
| Scalp 15m | 72.74% |
| Day 1h | 75.46% |
| Swing 4h | 69.98% |
Results from walk-forward validation on out-of-sample data. Not backtested. Not curve-fit.
What Makes It Different
Walk-Forward Validated
Every model is trained on historical data and tested on unseen future data. 65,702+ out-of-sample predictions prove the edge is real, not manufactured.
598 Pattern Edges
Each candlestick and structural pattern is individually validated for statistical significance. No pattern makes it in without a proven edge.
3 Independent AI Models
Three fundamentally different AI architectures — statistical, probabilistic, and ensemble — each analyze the market independently. When 2 of 3 agree, the signal fires.
From Signal to Execution
CYPHER doesn't just tell you where the market is going. It trades it.
Level 1
Directional Signal
75%
3 independent AI models score the market every candle close. Walk-forward validated directional accuracy across 4+ years.
Level 2
Trade Architect
90%+
Proprietary autonomous execution engine transforms directional signals into managed positions with advanced entry, exit, and risk management.
Level 3
Full System
97%
4 autonomous engines across 4 timeframes running 24/7. Signal + execution + risk management working together. No human intervention required.
Based on walk-forward backtesting across multiple market regimes. Third-party verified. Past performance does not guarantee future results.
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