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AI Trading Guidelines

Comprehensive Rules Governing Strategy, Execution, Risk & Capital Protection

AI Trading Guidelines

Comprehensive Rules Governing Strategy, Execution, Risk & Capital Protection
How does the AI determine trade entries?

The AI identifies trade entries by combining multi-timeframe market structure analysis, real-time price action, order flow signals, and statistical probability models.

Before entering any position, the system confirms alignment across trend direction, volatility conditions, liquidity zones, and historical price behavior. Trades are only executed when probability thresholds are met, ensuring disciplined and data-backed decision-making.

The AI avoids impulsive entries and filters out low-quality signals during uncertain or choppy market conditions.

01
What trading strategies does the AI employ?

The AI utilizes a diversified set of trading strategies designed to perform across different market environments. These include trend-following, mean reversion, momentum trading, scalping, breakout confirmation, and volatility-based strategies.

Each strategy is dynamically selected based on current market conditions, liquidity availability, and asset-specific behavior. No single strategy is relied upon exclusively, reducing systemic risk.

Strategies are continuously refined using historical performance data and adaptive learning models.

02
How is trade execution optimized?

Trade execution is optimized to minimize slippage, latency, and unfavorable pricing. The AI selects optimal order types such as market, limit, or conditional orders based on liquidity depth and volatility.

Execution timing is adjusted to avoid high-impact news releases and low-liquidity periods, ensuring price efficiency and reduced execution risk.

All executions follow predefined execution rules to maintain consistency and transparency.

03
How does the AI manage risk per trade?

Risk management is the foundation of every trade. The AI enforces strict risk limits per position, ensuring no single trade can cause excessive portfolio damage.

Position sizing is calculated dynamically using account equity, volatility metrics, and maximum allowable drawdown thresholds.

Automated stop-loss and take-profit levels are placed immediately upon trade execution, eliminating emotional interference.

04
How are losses controlled and drawdowns minimized?

The AI actively monitors drawdown levels across individual trades, strategies, and the overall account. If predefined loss thresholds are reached, the system automatically reduces exposure or pauses trading.

During extended losing periods, the AI enters capital preservation mode, prioritizing account safety over profit generation.

This layered protection ensures long-term survivability and sustainable performance.

05
How does the AI adapt to changing market conditions?

Markets are dynamic, and the AI continuously adapts by analyzing volatility regimes, trend strength, liquidity shifts, and macroeconomic influences.

When market behavior changes, the AI adjusts strategy selection, trade frequency, and risk allocation accordingly.

This adaptability allows consistent performance during bullish, bearish, and sideways markets.

06
How does the AI handle high-impact news and volatility events?

The AI integrates economic calendars and volatility detection models to identify high-risk periods such as major economic announcements or unexpected market shocks.

During these periods, trade execution may be reduced, delayed, or entirely suspended to avoid unpredictable price behavior.

This ensures disciplined exposure management during extreme volatility.

07
How is capital allocation managed?

Capital is allocated strategically across assets and strategies to avoid concentration risk. The AI ensures balanced exposure and prevents over-leveraging.

Profits are reinvested systematically based on performance stability, while capital is withdrawn from underperforming strategies.

This structured allocation supports long-term capital growth.

08
How is transparency and monitoring handled?

Every trade executed by the AI is logged in real-time and made visible to users through a detailed dashboard.

Users can review trade rationale, execution timing, risk parameters, and performance outcomes with full transparency.

This accountability reinforces trust and system integrity.

09
Can users influence or customize trading behavior?

Yes. Users can select predefined risk profiles such as conservative, balanced, or aggressive. These profiles influence trade frequency, position size, and drawdown tolerance.

The AI respects all user-defined constraints while maintaining optimal performance within the selected parameters.

10
How does the AI ensure long-term sustainability?

The AI prioritizes capital preservation, consistency, and controlled growth over short-term gains.

By enforcing strict trading discipline, continuous performance evaluation, and adaptive risk management, the system is designed for longevity.

This approach aligns with professional trading standards used by institutional investors.

11
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