Determining whether a DPIA is required (Article 35 GDPR)
For each processing of personal data associated with an AI system, assess whether it is likely to result in a high risk to the rights and freedoms of natural persons (Article 35(1) GDPR). Article 35(3) lists, in particular, three cases in which the assessment is required (a systematic and extensive evaluation of personal aspects based on automated processing, on which decisions are based that produce legal effects or similarly significantly affect natural persons; large-scale processing of special categories of data or of personal data relating to criminal convictions and offences; systematic monitoring of a publicly accessible area on a large scale), and the AEPD publishes the list under Article 35(4). The decision, positive or negative, is documented.
Legal basis
Regulation (EU) 2016/679 (GDPR), Article 35(1):
Where a type of processing in particular using new technologies, and taking into account the nature, scope, context and purposes of the processing, is likely to result in a high risk to the rights and freedoms of natural persons, the controller shall, prior to the processing, carry out an assessment of the impact of the envisaged processing operations on the protection of personal data.
