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.
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