Ethical AI & Compliance Framework

MOYA is built with governance as infrastructure — not as an afterthought.

Core governance principles

• Non-medical, non-diagnostic positioning
• Human accountability over automated outputs
• Cultural respect and origin integrity
• Regulation-aware system design

AI boundaries

• No diagnosis or disease classification
• No medical treatment recommendations
• No replacement of licensed professionals
• No exploitative use of cultural knowledge

Human-in-the-loop governance

All MOYA knowledge frameworks are defined, reviewed, and bounded by humans. AI operates within pre-approved guidance structures.

Compliance posture

• GDPR-aligned data minimization
• No regulated health data processing
• Transparent user consent flows
• Audit-ready system documentation

Risk management & bias

MOYA continuously evaluates bias, misuse, and unintended interpretations. Safeguards are embedded at language, logic, and UX layers.

Why this governance matters

This framework allows MOYA to scale globally while remaining compatible with European, Middle Eastern, and East Asian regulatory expectations.