ARAAdminQuestion Bankv1.1Q9
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Edit question Q9

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

Lineage

Org pillar layer
Layer 1 · yes_no

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

Is there at least one AI use case currently in production that has been operating for more than 12 months?

هل توجد حالة استخدام واحدة على الأقل للذكاء الاصطناعي في الإنتاج منذ أكثر من ١٢ شهراً؟

2 · Pillar

Operations & Use Case Portfolio
Use case discovery, prioritization, ROI measurement, business outcomes.

3 · Score map

OptionScore (1–5)
Yes5
No1
Not sure2.5
Region: both·Sector: all·Display order: 9·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.