Shadow Data Swarm™

The Shadow Data Swarm™ is a decentralized network of nodes that work together to validate and backtest trading strategies before they are deployed by the Autonomous Trading Engine (ATE).

Validation Funnel

The Shadow Data Swarm™ maintains rigorous validation standards. Of 15,240+ strategies submitted, 2.1% pass initial Shadow Swarm testing. Of those approved strategies, 17.5% advance to live deployment, resulting in an overall 0.37% survival rate from submission to production—ensuring only the most robust strategies manage user capital.