Our Technology

Testing a modern strategy during major historical crises is important, but legacy data contains too many imperfections, gaps, and missing hours. Testing an automated trading system on these fragmented grids distorts system logic and leads to false backtest results.

Our system processes and refines old archives into a modern, continuous stream.

• Market Standardization: We take real historical archives, clean them and organize them into institutional-grade flow.
• Eliminating Artificial Gaps: We filtered out broken sessions and days with insufficient data that cause false system crashes. This ensures your trading system is tested only on clean, complete market history.
• Bar Synchronization:The real 1-minute candles are processed to connect perfectly. This keeps your algorithm calculations, logic, and system behavior clean and accurate.

The exact mathematical engine behind this data synthesis remains a guarded corporate secret. However, the proprietary framework undergoes strict integrity testing to ensure total accuracy.

Advanced volume and volatility distribution models are utilized to reconstruct missing session data into a clean format. The system never alters true historical prices (Open, High, Low, Close). Every backtest runs on the original market architecture, keeping the exact price behavior of every historical moment perfectly intact.

Algorithms test on real historical facts, perfectly formatted for the modern institutional developer.