Introduction

EU AI Act classifies algorithmic trading systems as "high-risk" requiring explainability. Requirements include: detailed documentation of model logic, risk assessments, human oversight procedures. Organizations trading in EU markets must ensure compliance; non-compliance brings substantial fines. Understanding requirements enables proactive compliance.

EU AI Act Requirements for Trading

Explainability: "High-risk" trading models must be interpretable; black-box models insufficient. Risk assessment: document potential harms (market manipulation, unfair advantage). Human oversight: procedures for human intervention if system behaves unexpectedly. Monitoring: continuous tracking of model performance and bias. Documentation: detailed records for audit.

Compliance Implementation

Maintain comprehensive model documentation. Ensure models are interpretable (explainability techniques). Implement monitoring systems detecting drift and anomalies. Document human oversight procedures. Conduct bias and fairness audits. Prepare for regulatory inspections with complete audit trails.

Conclusion

Proactive EU AI Act compliance reduces regulatory risk and demonstrates governance maturity.