Aiden VWAP

Seeks improved performance by reducing slippage against the VWAP benchmark.

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Solving for VWAP With Advanced AI

Aiden VWAP is Aiden’s first execution algorithm. This volume-weighted average price strategy uses the power of AI to improve execution performance by reducing slippage against the VWAP benchmark. Aiden VWAP utilizes deep reinforcement learning and a robust reward system to learn from its action in real time and adapt to changing market conditions, continually optimizing execution quality for clients.

Deep Neural Network

Deep Neural Network

Over 200+ inputs allow Aiden to continuously learn and gain trading experience over time.

Volume Discretion

Volume Discretion

Utilizes discretion to optimize VWAP slippage performance.

Price Actions

Price Actions

Modulates its aggressiveness based on price.



RBC provides post-execution reports with insights on trading actions and decisions.

Deep Reinforcement Learning

Next-Generation Algorithmic Performance

Aiden’s AI-based algorithms leverage the power of deep reinforcement learning to manage complex data relationships in constantly changing market environments with the aim of reducing slippage against key execution benchmarks, including Arrival Price and VWAP.

The Power of Aiden

RBC’s award-winning, patented AI trading platform is helping deliver improved trading execution quality and insights for clients globally.

  • Continuously analyzes hundreds of data inputs that could impact trading outcomes.
  • Gains experience in real time over hundreds of thousands of actions.
  • Learns with every order received across different regions and market events.
  • Anticipates market changes and responds using its proprietary framework.

RBC’s AI Insights

Our latest thinking on how advanced AI technology solves today’s complex business challenges.

Discover the Possibilities of Aiden

Connect with our team to learn more about Aiden and RBC’s transformative AI technology.


Sales & Trading



United States
Sales & Trading



Europe, Middle East & Africa
Sales & Trading


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