AI Trading Solution
The Science of Decision:
AI Trading Solution Powered by Machine Learning
VWAP Model
Executes trades at the average price of all trades in a set period to minimize market impact.
TWAP Model
Distributes order quantities evenly over time targeting a price dispersed throughout the market.
POV Model
Executes orders based on a set percentage of market volume, adapting to market volatility and pursuing efficient price from liquidity.
POA Model
AI analyzes price and volume distribution to execute optimal orders within a specified time frame.
Key Elements of AI Trading Solutions
Reinforcement Learning
Qraft’s AI trading uses reinforcement learning to optimize decisions, adapting in real-time to refine strategies for better short-term predictions and financial results.
Dynamic Model
Qraft’s dynamic model adapts to market fluctuations, identifying optimal trading points in real-time. It leverages AI to analyze diverse variables, consistently outperforming benchmarks like VWAP and enhancing execution precision for superior trading results.
What are the benefits of AI execution solutions?
Minimizing Trading Costs
Our system consistently outperforms expected prices, minimizing trading costs and enhancing order efficiency.
Lower Market Impact, Higher Returns
Using reinforcement learning in execution strategy, the software reduces market impact and slippage, delivering improved overall returns.
Real-Time Market Analysis for Optimized Execution
Continuously analyzing market conditions in real-time, our solution ensures superior execution prices, substantially cutting trading costs.
Major Clients 6+
Delivered our AI execution solution to 6 mega financial institutions and more, proving better performance than traditional price models which led to successful reduction in trading costs.
Leading the Way in AI Execution
Achieved 1st place in the NVIDIA and PwC AI Execution Competition, delivering 5 bps savings compared to VWAP.
Benchmark (Save by bps) |
KRX | TWSE | HKEX | |
---|---|---|---|---|
Equity | Index Futures | Equity | Equity | |
VWAP | 0 | 0 | 0 | 0 |
TWAP | 0 | 0 | 0 | 0 |
POV | 0 | |||
POA | 0 |
Proven Record
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