Use Cases

Conversational AI

Enable smart, human-like interactions.

Back to Solutions

Chatbots and voice agents fail in Arabic when they're trained on translated English scripts. Real customers mix MSA with dialect, switch languages mid-sentence, and phrase requests in ways no translation captures.

We produce authentic multi-turn dialogue datasets — written and spoken — with intent and slot annotation, across the dialects your users actually speak.

What we deliver

  • Multi-turn dialogue corpora (text & voice)
  • Intent & slot annotation
  • Code-switched Arabic-English conversations
  • Domain-specific scripts (banking, telecom, government, healthcare)
  • Red-team & edge-case Arabic utterances

How we work

Native-speaking dialogue designers author scenarios per domain, talent perform them unscripted, and linguists annotate intents and slots under a shared annotation guide with measured agreement.

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.