Use this checklist to assess data, people, and process readiness before scaling AI.
Focus on governance, measurable outcomes, secure integration paths, and bilingual UX where operators work in both Arabic and English.
Pair the assessment with a scoped pilot plan procurement can defend — not a vague innovation mandate.
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