EU AI Act compliance for product teams

Practical guides for product teams that fall under the EU AI Act. Sector-specific audit trail examples across Annex III high-risk categories — HR, credit scoring, education, biometrics, critical infrastructure, law enforcement, justice and migration — plus the testing evidence a regulator will actually ask to see.

Article09 JUN 2026

EU AI Act compliance for HR and recruitment AI: building the audit trail

If your product screens CVs, ranks candidates, or scores performance, the EU AI Act now classifies you as high-risk. Here's the audit trail you have to produce.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for credit scoring and insurance AI: what the audit trail looks like

Credit scoring and life-and-health insurance pricing are high-risk under the EU AI Act. Here's the audit trail providers and deployers must produce.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for EdTech: the audit trail for AI in education and assessment

If your product handles admissions, grading, level placement, or remote proctoring, Annex III puts you in scope. Here's the audit trail EdTech vendors must produce.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for biometrics: the audit trail for remote identification, categorisation, and emotion recognition

Biometric AI is the highest-scrutiny category in the EU AI Act. Here's the audit trail required for remote identification, categorisation, and emotion recognition.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for critical infrastructure: the audit trail for safety-component AI

Safety-component AI in road, water, energy, and digital infrastructure is high-risk under the EU AI Act. Here's the audit trail required.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for law-enforcement AI: the audit trail for risk assessment, polygraphs, and profiling

Law-enforcement AI carries the heaviest documentation requirements under the EU AI Act. Here's the audit trail providers and deployers must produce.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for AI in justice and democratic processes: the audit trail

AI used in judicial decision support and democratic processes is high-risk under the EU AI Act. Here is the audit trail providers and deployers must produce.

Catalina Turlea

Article09 JUN 2026

EU AI Act compliance for migration, asylum, and border-control AI: the audit trail

AI used in visa, asylum, and border-control decisions is high-risk under the EU AI Act. Here's the audit trail the regime demands.

Catalina Turlea

Article15 OCT 2025

5 AI testing mistakes that will cost you under the EU AI Act

The EU AI Act demands documentation, traceability, and risk management. Most product teams are still shipping AI on vibes. Here are five mistakes to fix now.

Madalina Turlea

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EU AI Act compliance for product teams

EU AI Act compliance for HR and recruitment AI: building the audit trail

EU AI Act compliance for credit scoring and insurance AI: what the audit trail looks like

EU AI Act compliance for EdTech: the audit trail for AI in education and assessment

EU AI Act compliance for biometrics: the audit trail for remote identification, categorisation, and emotion recognition

EU AI Act compliance for critical infrastructure: the audit trail for safety-component AI

EU AI Act compliance for law-enforcement AI: the audit trail for risk assessment, polygraphs, and profiling

EU AI Act compliance for AI in justice and democratic processes: the audit trail

EU AI Act compliance for migration, asylum, and border-control AI: the audit trail

5 AI testing mistakes that will cost you under the EU AI Act

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