This document is under active development and has not been finalised.
Skip to content

Annex III – High-Risk Categories

The Eight High-Risk Areas

Annex III defines eight areas in which AI systems are classified as high-risk:

1. Biometrics (where permitted under national law)

  • Remote identification systems
  • Biometric categorisation based on sensitive attributes
  • Emotion recognition

BAUER GROUP Relevance: ❌ Not a business area

2. Critical Infrastructure

AI as a safety component in the management and operation of critical digital infrastructure, road traffic, water, gas, heating or electricity supply.

BAUER GROUP Relevance: ⚠️ Review — SCADA/infrastructure monitoring for utilities

3. Education and Vocational Training

AI for determining access to educational institutions, assessing learning outcomes, monitoring examinations.

BAUER GROUP Relevance: ❌ Not a business area

4. Employment, Workers Management, Access to Self-Employment

  • AI for recruitment and personnel selection (No. 4a)
  • Decisions on promotion, termination, task allocation
  • Performance evaluation and behavioural monitoring

BAUER GROUP Relevance: ⚠️ If AI-assisted HR tools are developed or deployed

5. Access to Essential Private and Public Services

  • Creditworthiness assessment
  • Risk assessment for life/health insurance
  • Evaluation of emergency calls and triage systems

BAUER GROUP Relevance: ❌ Not a business area

6. Law Enforcement

Polygraph equivalents, evidence assessment, risk assessment, profiling.

BAUER GROUP Relevance: ❌ Not a business area

7. Migration, Asylum, Border Control

Risk assessment, asylum processing, document verification.

BAUER GROUP Relevance: ❌ Not a business area

8. Administration of Justice and Democratic Processes

AI in judicial and electoral processes.

BAUER GROUP Relevance: ❌ Not a business area

BAUER GROUP Summary

Of the eight Annex III categories, at most two are potentially relevant for the BAUER GROUP:

  1. No. 2 (Critical Infrastructure) — only if AI systems are deployed as safety components in the control of critical infrastructure
  2. No. 4 (Employment) — only if AI-assisted HR systems are developed or marketed under the company's own name

All other categories are not relevant to the BAUER GROUP business model.

Documentation licensed under CC BY-NC 4.0 · Code licensed under MIT