About Us
Bayan is a specialized data platform purpose-built to provide high-quality training data for AI, with deep expertise in Arabic and its dialects.
400M+
Arabic is the 5th most spoken language globally
0.6%
Less than 1% of internet content is in Arabic
30+
Each dialect needs specialized training data
Our Story
Bayan started from a simple realization: while global tech companies race to build advanced AI models, Arabic remains significantly underserved due to a lack of high-quality training data.
The problem isn't just data quantity — it's quality and diversity. Different Arabic dialects — from Gulf to Egyptian to Levantine and Maghrebi — each need specialized handling by native speakers who understand the cultural and linguistic nuances.
We founded Bayan to close this gap. We built a comprehensive data annotation platform that combines Arabic language experts across all dialects with advanced quality assurance systems, delivering high-quality training data for any AI model — in Arabic, English, and beyond.
Provide high-quality training data for AI in any language, with unmatched expertise in Arabic and its dialects.
Linguists, data engineers, AI researchers, and domain experts — a multidisciplinary team working from across the MENA region.
Human-in-the-loop annotation with built-in quality control, inter-annotator agreement, and full transparency.
Our Values
We prioritize accuracy over velocity. Every data point passes through multiple review stages.
Real data from native speakers — not machine translations or surface-level adaptations.
Real-time dashboards and detailed quality metrics for every project.
We believe good work deserves fair pay. Our annotators receive competitive compensation.