Website 1024x1024px

Risk Classification Database

Our open and free Risk Classification Database is a comprehensive list of practical examples of high-risk and non high-risk use cases on AI systems under the EU AI Act.

What is our goal?

The appliedAI Institute for Europe gGmbh has the goal to enable trustworthy AI at scale by openly collaborating with all actors of the AI Ecosystem to co-create methods, tools, guidelines, trainings and other resources. Our open and free Risk Classification Database is intended as:

  • empirical reference for anyone seeking to classify an AI System
  • a means of alignment between providers and authorities
  • a data source for academic research on the EU AI Act

Download details and descriptive statistics in this slide deck:

Limitations

  • Changing Classification Criteria: The analysis was done in 2023, hence the “high risk filter” in Article 6(3) was not considered, and reference is made to Annex II, which is now Annex I.
  • Scope of application: The included AI Systems are primarily from the industrial sector.
  • Geographical distribution: The dataset is biased toward Germany and the EU, but some non-EU AI Systems are included too.
  • Limited details: The lack of information about some AI Systems has contributed to an unclear classification.
  • Potential errors: Despite best efforts, the data base may contain erroneous conclusions, or interpretations that may be superseded by more recent work.
  • Automated translations: The content was partially translated using Google Translate and Microsoft Copilot. Thus, the translations may be imperfect, affecting the quality and accuracy of the content.

Risk Classification Database

update Last updated: Sep 13, 2024 • 641 AI Systems
Title of AI Use Case / Enterprise Function
Risk Class
Transparency Obligation
Details
Automatic inspection of assets
Logistics and supply chains
It is unclear
Transparency: Not applicable
info
Prediction of chemical reactions
Research and development
It is unclear
Transparency: Not applicable
info
Product Development / Generative Design
Production and manufacturing
It is unclear
Transparency: Not applicable
info
Autonomous robot
Research and development
It is unclear
Transparency: Not applicable
info
AI supported research
Research and development
It is unclear
Transparency: Not applicable
info
Analysis of network threats
IT and Security
It is unclear
Transparency: Not applicable
info
Process Control & Optimization Example 3
Production and manufacturing
It is unclear
Transparency: Not applicable
info
Quality Control Example 1
Production and manufacturing
It is unclear
Transparency: Not applicable
info
Predictive Maintenance Example 1
Production and manufacturing
It is unclear
Transparency: Not applicable
info
Inventory control
Logistics and supply chains
It is unclear
Transparency: Not applicable
info

Share, adapt and use the database

Our content, which is available under the Creative Commons Attribution 4.0 International License (CC BY 4.0), can be freely shared, adapted and used for commercial purposes if it is correctly credited to "appliedAI Institute for Europe gGmbH".
Version 1.0 (August 2024)

Do you have questions? Contact us!