The Data Foundation of World-Class Arabic AI
Power your Arabic AI models with premium-quality training data from the region’s most experienced annotation team. Built for scale, precision, and linguistic excellence.
Our Data Services
End-to-end data annotation and curation services designed specifically for the complexities of Arabic language AI development.
Text Annotation & Labeling
Comprehensive text annotation services covering entity recognition, sentiment analysis, intent classification, and semantic labeling for Arabic content at scale.
- Named Entity Recognition (NER)
- Sentiment & emotion labeling
- Intent & topic classification
- Semantic relationship mapping
Multilingual & Cross-Dialect
Expert annotation across 22 Arabic dialects and code-switched content, ensuring your models understand regional nuances and linguistic variations.
- 22+ Arabic dialect coverage
- Code-switching annotation
- Regional variant labeling
- Cross-cultural context tagging
Audio & Speech Annotation
Precise transcription, speaker diarization, and phonetic annotation for Arabic speech data with diacritization and acoustic event labeling.
- Transcription with diacritics
- Speaker identification & segmentation
- Phonetic & prosodic annotation
- Audio quality assessment
Image & Video Annotation
Advanced computer vision labeling including object detection, segmentation, OCR for Arabic text in images, and video scene understanding.
- Object detection & segmentation
- Arabic OCR & text extraction
- Video activity recognition
- Keypoint & polygon annotation
RLHF & Fine-Tuning
Reinforcement Learning from Human Feedback services to align your LLMs with Arabic cultural values, preferences, and quality standards.
- Response ranking & comparison
- Instruction following evaluation
- Cultural appropriateness scoring
- Model output refinement
Red Teaming & Safety
Comprehensive AI safety testing including adversarial prompting, bias detection, and harmful content identification specific to Arabic contexts.
- Adversarial prompt engineering
- Bias & toxicity detection
- Safety policy enforcement
- Cultural sensitivity auditing
Built for Arabic's Unique Complexity
Arabic isn’t just another language—it requires specialized expertise, cultural understanding, and linguistic precision that generic annotation services can’t provide.
Morphology & Diacritization
Deep understanding of Arabic's complex morphological system and precise diacritical marking for accurate semantic representation.
Regional & Cultural Context
Native speakers across MENA ensuring cultural nuances, regional idioms, and contextual appropriateness in every annotation.
Code-Switching
Expert handling of Arabic-English code-switching patterns common in modern communication across social media and messaging.
RTL Native
Support
Built-in right-to-left language support with proper handling of bidirectional text and Arabic-specific formatting requirements.
Enterprise-Grade Quality Assurance
Our rigorous four-stage quality process ensures consistency, accuracy, and reliability at scale.
- Comprehensive annotation schemas
- Cultural context documentation
- Edge case handling protocols
- Expert annotator certification
- Inter-annotator agreement testing
- Continuous skill development
- Multi-annotator validation
- Expert linguist oversight
- Quality threshold enforcement
- Real-time quality monitoring
- Iterative guideline refinement
- Performance analytics & reporting
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Choose Your Service Package
Flexible packages designed to scale with your Arabic AI ambitions—from initial exploration to enterprise
deployment.
Entry
For startups testing Arabic AI
capabilities
Custom
- Up to 10K data points
- 2 annotation types
- Standard quality review
- Email support
- Custom guidelines
- Dedicated project manager
- API integration
- SLA guarantees
Standard
For growing teams building production models
Custom
- Up to 100K data points
- 5 annotation types
- Enhanced quality review
- Priority email & chat support
- Custom guidelines
- Dedicated project manager
- API Integration
- SLA guarantees
⭐ Most Popular
Enterprise
For organizations deploying at scale
Custom
- Unlimited data points
- All annotation types
- Multi-tier quality assurance
- 24/7 dedicated support
- Custom guidelines
- Dedicated project manager
- API integration
- SLA guarantees
Consulting
For strategic AI data partnership
Custom
- Unlimited data points
- All annotation types
- White-glove quality service
- Dedicated support team
- Co-developed guidelines
- Executive project oversight
- Full platform integration
- Custom SLA & contracts
Seamless Integration
Works with your existing ML infrastructure and tools. Deploy annotated data directly into your training pipelines.
AWS
Azure
Google Cloud
Hugging Face
PyTorch
TensorFlow
Kubernetes
Docker
Databricks
SnowFlake
Label Studio
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