Trusted by leading AI teams worldwide
What we do
From model evaluation to full dataset creation — our expert team covers every AI data need across Arabic dialects and beyond.
Preference ranking and reward model training for Arabic language models
Adversarial prompt writing, attack categorization, and vulnerability tracking
Fine-tuning data across Gulf, Egyptian, Levantine, and Maghrebi dialects
Custom Arabic datasets from scratch with gold-standard quality
Specialized annotation for medical, legal, and financial domains
Gold-standard Arabic benchmarks with agreement metrics and multi-stage QA
The Arabic Edge
Not a Western platform that bolted on Arabic — purpose-built with deep Arabic understanding at the core.
Native Arabic speakers across every dialect — not translators or crowd workers.
Guidelines and quality rubrics structured around dialect groups from day one.
Domain experts in Islamic, legal, medical, and financial fields.
Real-time dashboard, inter-annotator agreement, and gold-standard checks.
Global Reach
Arabic is our specialty, but our platform works for any language. Same quality, same transparency.
Full English capability, Arabic-English alignment, code-switching detection, and translation QA.
Growing network across French, Urdu, Turkish, and more MENA+ languages.
Same multi-stage QA, annotator agreement, and client dashboard — any language.
How it works
Tell us what you need — annotation, dataset creation, RLHF, or red-teaming. We design a custom plan.
Our vetted specialists deliver with continuous quality monitoring and human review at every stage.
Clean, validated data in your format — with detailed quality reports and full transparency.