This is the first in a series of case studies looking at how academic and enterprise teams are using Theta EdgeCloud in their work. Each piece will showcase a single research group or organisation, the problems they were trying to solve, and how access to distributed GPU infrastructure has shaped what they have been able to build. Arabic is one of the most widely spoken languages in the world, yet it remains comparatively underserved by natural language processing (NLP), the field of AI concerned with how machines read, interpret, and generate human language.