Guides · Article 50 · EU AI Act
AI analytics and EU AI Act disclosure
"AI analytics" spans a lot — product analytics that score behaviour, predictive models, dashboards that surface trends. Whether Article 50 of the EU AI Act requires a disclosure depends heavily on what the analytics do. Much conventional analytics may fall outside Article 50's four situations, but one category — inferring emotion or categorising people from biometric data — points directly at a paragraph. This guide separates the two. It is informational only, not legal advice.
Conventional analytics may fall outside Article 50
Article 50's transparency duties attach to direct interaction with people (50(1), providers), generation of synthetic content (50(2), providers), emotion recognition or biometric categorisation (50(3), deployers), and deepfakes or certain public-interest text (50(4), deployers). Analytics that aggregate events, score conversion likelihood, or surface trends generally do none of these — they do not converse with users as an AI and do not generate synthetic content. On that description they may fall outside Article 50's transparency paragraphs, though that is fact-specific and other parts of the EU AI Act could still apply.
The emotion-recognition and biometric-categorisation edge — Article 50(3)
One category is different. The regulation text provides that deployers of an emotion recognition system or a biometric categorisation system must inform the natural persons exposed of the operation of the system, and process personal data in accordance with Regulations (EU) 2016/679 and (EU) 2018/1725 and Directive (EU) 2016/680, as applicable (Article 50(3), Regulation (EU) 2024/1689). Note this duty sits on the deployer. If your analytics infer emotion or categorise people from biometric data, this paragraph — tied directly to EU data-protection law — may be engaged. Whether your system is an 'emotion recognition system' or 'biometric categorisation system' as defined in the Regulation is a fact-specific question.
Which kind of analytics do you run?
The useful step is to classify your analytics: behavioural/aggregate scoring that touches no biometric inference, versus systems that read emotion or categorise people from biometric data. The former may sit outside Article 50's transparency paragraphs; the latter points at 50(3) and should be coordinated with your data-protection documentation. Confirm the classification with qualified counsel and your data-protection adviser; our free scope check gives an informational starting point.
Common questions
Does behavioural analytics need an Article 50 disclosure?
Aggregate or predictive analytics that do no biometric inference may fall outside Article 50's four situations, though other parts of the Act could apply. Analytics that infer emotion or categorise people from biometrics may engage 50(3)'s deployer-side notice. Both are fact-specific — confirm with qualified counsel.
See what may apply to your business
Answer seven quick questions for an automated, informational indication of which Article 50 obligations appear likely to apply — free, and not legal advice.