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
How does the organisation primarily source AI capability today?
كيف تستقطب المنظمة قدرات الذكاء الاصطناعي بشكل رئيسي اليوم؟
2 · Pillar
3 · Score map
| Option | Score (1–5) |
|---|---|
| External hires only | 1 |
| External hires + internal training | 2 |
| External hires + consultants | 3 |
| External hires + consultants + university partnerships | 4 |
| Mature mix: hires, consultants, partnerships, internal mobility | 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.