Data Designed for
Your Industry.
We deliver Arabic voice and linguistic datasets across high-impact sectors—optimized for accuracy, dialect coverage, and production readiness.
Industry Coverage
Each industry comes with unique data challenges. We tailor the collection, annotation, and QA pipeline to match your model goals.
Call Centers & Customer Support
Noisy environments, overlapping speech, mixed dialects, and domain-specific intent labeling.
Healthcare & Medical AI
High accuracy expectations, sensitive data handling, specialized medical terminology and workflows.
AI Assistants / Chatbots
Multi-intent conversations, code-switching, and dialect-specific phrasing that breaks NLU.
Media & Content
Diverse accents, background music/noise, long-form content segmentation and labeling.
EdTech
Clear speech vs real-world speech variation, grading pronunciation, and supporting multiple dialects for learners.
Government & Security
Strict compliance, high stakes accuracy, and consistent labeling standards across large datasets.
Sectoral Case Studies
Real-world impact of our data pipelines.
Voice Assistant Accuracy Boost
A technology company needed to improve its voice assistant accuracy on mixed Arabic dialects.
Achieved a 15% increase in accuracy by delivering a custom, dialect-balanced dataset.
Massive Media Localization
A global streaming platform required localization for a massive content library under tight deadlines.
Completed localization in record time using our hybrid AI+Human workflow without compromising quality.
Not seeing your industry?
Tell us your domain and target dialects—we’ll propose a workflow and dataset plan.