Explainability
AI Decision Trace
Every recommendation is traceable from input to human action. QAYNEX recommends; authorized people decide.
Input
Column ‘الرقم الشخصي’ · 2,480 values · 11 digits
Interpretation
Qatar personal identification number
Decision
Map to qid; flag as sensitive
Decision Basis
Identified as a Qatar personal identification field under configured enterprise semantic mapping.
Policy Reference
SCH-MAP-02 · SDH-01
Human Action
Approved
Timestamp
2026-10-02 07:41:40 AST
Reviewer
Compliance Officer (fictional)