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Annex III: High-Risk AI Categories Explained

Annex III is where many compliance programs succeed or fail. It translates abstract regulation into concrete high-risk categories tied to rights and societal impact.

Why Annex III classification is critical

If a use case falls under Annex III and relevant conditions apply, obligations increase substantially. Teams should classify by real deployment context, not by vendor marketing labels.

Category-oriented interpretation for SMEs

  • Biometric and identity contexts: elevated safeguards due to rights sensitivity.
  • Education and training: systems influencing access or evaluation require careful governance.
  • Employment and worker management: recruiting and performance-related AI are frequent high-risk candidates.
  • Essential services access: credit, insurance, and similar pathways are high-impact domains.
  • Law enforcement, migration, justice contexts: highly sensitive sectors with strict scrutiny.

Implementation pattern

  1. Create annex-mapping field in your AI inventory.
  2. Document trigger rationale per system.
  3. Route flagged systems into enhanced controls and documentation.
  4. Reassess whenever use scope changes.

Final takeaway

Annex III is not a theory list. It is a prioritization engine for risk and control depth. Use it early in product and procurement reviews.