AI Procurement Risk Management Framework

• Subliminal techniques to distort behavior

• Manipulative or deceptive techniques to distort behavior

• Exploiting vulnerabilities of individuals or specific groups

• Social scoring or evaluating trustworthiness

• Emotional recognition in the workplace and education settings

• Risk assessments predicting criminal or administrative offenses

• Creating or expanding facial recognition databases through untargeted scraping

• Biometric categorization systems based on sensitive attributes or characteristics

• Inferring emotions in:

• Law enforcement

• Border management

• The workplace

• Education

educational or vocational training, that may determine the access to education and professional course of someone’s life (e.g. scoring of exams);

employment, management of workers and access to self-employment (e.g. CV-sorting software for recruitment procedures);

financial services (e.g. denying citizens opportunity to obtain a loan);

critical infrastructures and utilities (e.g. electricity, heat, water, Internet or telecommunications access or transportation);

family planning services, including, but not limited to, adoption services or reproductive services, 

health care, including, but not limited to, mental health care, dental care or vision care; 

housing or lodging, including, but not limited to, any rental, short-term housing or lodging; 

law enforcement that may interfere with people’s fundamental rights (e.g. evaluation of the reliability of evidence);

migration, asylum and border control management (e.g. verification of authenticity of travel documents);

administration of justice and democratic processes (e.g. applying the law to a concrete set of facts);

government benefits;  

public services; 

Remote biometric identification systems; 

safety components of products (e.g. AI application in robot-assisted surgery).