QEN Compliance Auditor v1.0 · Quantification of Ethical Naturalness
AI Governance
Assessment Engine.
Assess any AI or biometric system under the QEN framework — EU AI Act, GDPR, and Annex risk classification. Generates structured compliance findings, vector scores, and an auditable governance report.
EU AI Act, Art. 50 — Transparency notice: this assessment is generated by a generative AI model (Google Gemini). Output is produced automatically and does not constitute legal advice — verify findings with a qualified professional before relying on them.
System Profile
QEN Formula
QEN = (Vs × 0.40) + (Va × 0.35) + (Vt × 0.25)
Vs — Semantic Legality (EU AI Act + GDPR)
Va — Accountability (audit trail, human oversight)
Vt — Trust & Control (data quality, consent)
Va — Accountability (audit trail, human oversight)
Vt — Trust & Control (data quality, consent)
Framework: QEN v2.0 · Author: Roberto Bob Malini, AI Data Architect
Assessment powered by Cognitive Logic AI Engine (Google Gemini)
Assessment powered by Cognitive Logic AI Engine (Google Gemini)
Assessment Output
Complete the system profile and run the assessment
to generate a structured QEN compliance report.
Escalation triggers
· Any vector score < 30
· EU AI Act Annex I (prohibited) match
· Biometric ID in public sector without exemption
· Art. 22 GDPR automated decision without human review
· Data subject rights cannot be exercised
· EU AI Act Annex I (prohibited) match
· Biometric ID in public sector without exemption
· Art. 22 GDPR automated decision without human review
· Data subject rights cannot be exercised