Industry-Specific Frameworks
The EU AI Act doesn't exist in isolation. KlarvoEngine includes 8 industry frameworks that automatically activate when relevant context is detected.
How It Works
During Pass 1, KlarvoEngine identifies industry context from your description. Healthcare terms, financial instruments, employment decisions, or educational outcomes trigger the relevant framework in Pass 2.
Healthcare
Overlapping regulation: EU AI Act + Medical Devices Regulation (MDR) + IVDR
| AI System | Classification | Why |
| Diagnostic imaging AI | HIGH-RISK | Medical device + Annex III Domain 5 |
| Patient triage chatbot | HIGH-RISK | Influences care access |
| Drug discovery (no patients) | MINIMAL RISK | No patient interaction |
| Mental health chatbot | HIGH-RISK if influencing treatment | LIMITED if informational |
Financial Services
Overlapping regulation: EU AI Act + MiFID II + DORA + CRD
| AI System | Classification | Why |
| Credit scoring | HIGH-RISK | Annex III Domain 5(b) |
| Insurance pricing | HIGH-RISK | Annex III Domain 5(b) |
| Fraud detection | MINIMAL RISK | Internal security |
| Robo-advisory | LIMITED under AI Act | But MiFID II suitability applies |
Employment & HR
Overlapping regulation: EU AI Act + GDPR + Platform Workers Directive
| AI System | Classification | Why |
| CV screening | HIGH-RISK | Annex III Domain 4(a) |
| Video interview analysis | HIGH-RISK + possibly PROHIBITED | Art 5(1)(f) emotion recognition |
| Employee sentiment analysis | PROHIBITED | Art 5(1)(f) in workplace |
| Interview scheduling | MINIMAL RISK | Administrative |
Education
Overlapping regulation: EU AI Act + GDPR (enhanced minor protection)
| AI System | Classification | Why |
| Exam proctoring | HIGH-RISK | Annex III Domain 3 |
| Admissions screening | HIGH-RISK | Annex III Domain 3(a) |
| Adaptive learning | CONTEXT-DEPENDENT | HIGH-RISK if determines paths |
| Plagiarism detection | MINIMAL RISK | Detection tool |
Legal, Government, Retail, Manufacturing
KlarvoEngine also covers:
Legal: Access to justice (Art 47), judicial AI (Annex III Domain 8)
Government: Mandatory FRIA, EU database registration, welfare/immigration AI
Retail: Consumer Rights Directive, DSA recommender rules
Manufacturing: Machinery Regulation, CE marking, safety components
What Appears in Your Memo
When industry context is detected, your classification memo includes:
Industry-specific article references
Overlapping regulation flags
Sector obligations beyond the AI Act baseline
Industry-specific edge case warnings
Related Articles
3-Pass Pipeline Explained
High-Risk Categories (Annex III)
How KlarvoEngine Classification Works