Post-Market Monitoring under Article 72: Real-Time Telemetry and Audit Logs

Compliance doesn't end at deployment. Article 72 requires continuous post-market monitoring. Learn how to build real-time compliance telemetry.

Continuous Compliance Monitoring Post-Deployment

Article 72 requires providers of high-risk AI systems to establish a post-market monitoring system that actively collects, documents, and analyzes performance data throughout the system's lifecycle.

ATL-Trust provides continuous post-market telemetry by streaming validator event logs directly to local compliance dashboards. Any logic drift or frequency spike is flagged instantly for engineering review.

// Streaming post-market telemetry events
tracing::info!(
    target: "post_market_monitoring",
    intent_id = %intent.id,
    outcome = %outcome,
    "Post-market telemetry logged"
);

Automated Incident Logging and Reporting

If a serious incident or policy violation occurs, the system records the exact prompt payload, sanitization trace, and block hash, enabling rapid root-cause analysis.

This continuous feedback loop ensures that deployed agents remain compliant as operational conditions evolve.

• Fulfills Article 72 continuous monitoring requirements natively.
• Provides real-time alert streams for logic drift and anomalies.
• Captures detailed diagnostic traces for rapid incident response.