ARAAdminQuestion Bankv1.1Q4
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Edit question Q4

Changes apply to all in-flight assessments. Historical completed assessments keep their original question text via version snapshots.

Lineage

Org pillar layer
Layer 1 · rating

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

A sandbox environment exists for safe AI experimentation.

توجد بيئة تجريبية آمنة للتجارب على الذكاء الاصطناعي.

2 · Pillar

Technology & Infrastructure
Cloud sovereignty, AI tool approval, MLOps, sandbox.

3 · Score map

OptionScore (1–5)
1 - Not at all1
2 - Early exploration2
3 - In progress3
4 - Mostly in place4
5 - Comprehensive5
Region: both·Sector: all·Display order: 4·Active
Validation evidence

Per-item content-validity trail

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.

Question details

For multiple choice / yes-no, enter options and score_map as JSON.