Emotional regulation engines score behavioral indicators. The moment those scores use clinical language, the developer has crossed into diagnosis — an activity requiring a license.
Key Analysis
Clinical diagnostic language in AI output creates professional licensing liability for the developer, not the practitioner using the tool.
GDPR classifies mental health data as special category — emotional regulation scores may qualify.
The 'elevated stress indicators' vs 'emotionally dysregulated' distinction is not cosmetic — it is the boundary between tool and diagnosis.
Risk Signals
Emotional regulation scores that use clinical terminology.
Scores used to inform medical, employment, or legal decisions without human clinical review.
Action Items
Run all emotional engine output through a clinical language prohibition gate.
Require human clinical review for any score below 0.35 in employment, legal, or medical contexts.
Treat emotional regulation scores as special category data under GDPR.