Industries
Retail / E-Commerce
Personalize shopping with AI intelligence.
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MENA shoppers search, complain, and buy in dialect — and they expect AI assistants to keep up. Retail AI trained on MSA alone misses how customers actually talk.
We build the conversational, catalog, and sentiment datasets that power Arabic-first shopping experiences.
What we deliver
- Customer service dialogue datasets
- Arabic product catalog normalization
- Dialect search query corpora
- Review sentiment annotation
- Voice shopping utterance data
How we work
We sample real retail domains, generate authentic dialectal interactions with native speakers, and annotate for intent, sentiment, and entities — ready for your recommender or chatbot stack.
Ready when you are
Let's build the next generation of Arabic AI together.
Tell us about your project — speech, text, image, video, or LLM data. We'll scope volumes, languages, and delivery — usually within one business day.