Building AI for MENA Enterprise: The Case for Arabic-Native Systems

Off-the-shelf models treat Arabic as an afterthought. Here is why every serious AI deployment in MENA needs a ground-up approach to language, not translation layers.

This dispatch is currently being drafted. Full content will be published here shortly. In the meantime, the excerpt above captures the thesis.

MAWRAI publishes these posts for operators and decision-makers inside organisations deciding what to actually do with enterprise AI. No hype. No hand-waving. Just specific, considered thinking about the problems that matter.

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