Changes apply to all in-flight assessments. Historical completed assessments keep their original question text via version snapshots.
Every question is tagged at the database level to exactly one construct. This is the chain a consultant or client can show the stakeholder asking “where did this question come from?”
1 · Item
Line managers (not just executives) can interpret AI model outputs and explain them to their teams in plain language.
يستطيع المديرون المباشرون (وليس التنفيذيين فقط) تفسير مخرجات نماذج الذكاء الاصطناعي وشرحها لفرقهم بلغة بسيطة.
2 · Pillar
3 · Score map
| Option | Score (1–5) |
|---|---|
| 1 - Not at all | 1 |
| 2 - Early exploration | 2 |
| 3 - In progress | 3 |
| 4 - Mostly in place | 4 |
| 5 - Comprehensive | 5 |
No validation evidence captured for this question yet. Click below to ask Claude for an AI-suggested anchor against the curated bibliography in the methodology brief. Suggestions are saved as ai_proposed and require admin review before they appear in any client report.
For multiple choice / yes-no, enter options and score_map as JSON.