Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
§ 01 — Score breakdown
§ Score breakdown
Category scoring
Weighted contribution shown to the right of each bar.
- 01
Article 11 Technical Documentation
Weight 20%50
+10.0
- 02
Bias Audit Transparency
Weight 18%40
+7.2
- 03
FRIA Support
Weight 15%30
+4.5
- 04
Data Governance Disclosure
Weight 15%52
+7.8
- 05
Human Oversight Design
Weight 12%52
+6.2
- 06
Post-Market Monitoring
Weight 12%33
+4.0
- 07
Customer Documentation
Weight 8%50
+4.0
§ 02 — Strongest · weakest
Strongest category
Article 11 Technical Documentation
Raw score 50 · contributes 10.0 to total.
Weakest category
Post-Market Monitoring
Raw score 33 · contributes 4.0 to total.
§ 03 — Cited evidence
§ Evidence
Cited per category
Every score is backed by at least one cited piece of evidence.
§ 04 — Editorial notes
Company overview
Retorio is a Munich-based behavioural-AI company spun out of the Technical University of Munich in 2018. Its core technology analyses short videos across three channels — language, voice, and facial expression/body language — to produce Big Five (OCEAN) personality and behavioural profiles. The product was first sold for AI video recruiting and candidate pre-screening and has since been repositioned as an enterprise "Behavioral Intelligence" coaching platform; the standalone personality-assessment product page now returns a 404, part of a deliberate move to argue the tool is not a high-risk Annex III system.
Regulatory exposure
As an EU vendor performing video-based personality/behaviour inference, Retorio sits in one of the EU AI Act's most contested zones. The company publicly claims to be "100% AI Act compliant" and not high-risk, resting on a self-serving reading that it performs "behavioural analysis" rather than prohibited emotion recognition, and that a "coaching" tool falls outside Annex III. Critically, in 2021 a Bayerischer Rundfunk investigation (covered by MIT Technology Review) showed Retorio's OCEAN scores changing materially when an actress added glasses, a headscarf, or a bookshelf background, or when video brightness changed — a documented fairness concern the company has never resolved with an independent audit.
Path to a higher score
Retorio's compliance posture is built on self-assertion rather than verifiable third-party evidence. To raise its scores it would need to commission and publish an independent bias/fairness audit that addresses the 2021 BR findings directly; pursue ISO 42001 and publish Article 11-style technical documentation and a model card; provide explicit EU AI Act deployer guidance and a FRIA template; and stand up a public trust center with a security-disclosure channel and model-update changelog.
Conflicts of interest
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