The Arabic AI data stack.
From recruitment to delivery, our services cover every stage of building production-grade Arabic datasets for speech, language, and conversational AI.
Speech Data Collection
Scripted, semi-spontaneous, and spontaneous Arabic speech captured across devices, environments, and demographics for ASR and voice AI.
- Far-field & near-field
- Phone / web / on-device
- Balanced demographics & metadata
Voice Talent Recruitment
Vetted native speakers across MENA — actors, professionals, and everyday voices — matched to your demographic and dialect spec.
- 500+ active speaker pool
- Signed consent & IP transfer
- Custom screening per project
Studio Recording
Sound-treated studio sessions with directing, monitoring, and engineering for premium ASR, TTS, and voice cloning corpora.
- 48kHz / 24-bit lossless
- Multi-mic capture
- On-spec phonetic balance
Conversational Data
Multi-turn dialogues, intents, and call-center style transcripts — built for voicebots, IVR, and conversational LLM fine-tuning.
- Domain-specific scenarios
- Intent & slot labeling
- MSA + dialect mixing
TTS Datasets
Phonetically rich, expressive Arabic TTS corpora with diacritization and prosody annotation, delivered to your training schema.
- Neutral & expressive styles
- Full Tashkeel coverage
- SSML-ready metadata
Annotation & Validation
Transcription, diacritization, NER, sentiment, and audio QA by trained Arabic linguists — with calibrated guidelines per project.
- Two-pass review
- Inter-annotator agreement
- Edge case escalation
Quality Assurance
Independent QA layer with random sampling, calibration sets, and rejection workflows — defensible quality you can audit.
- Defined acceptance criteria
- Sampling at 5–100%
- Rework SLAs
Custom AI Datasets
Bespoke datasets when off-the-shelf doesn't fit — multimodal, code-switching, low-resource dialects, and specialized domains.
- Medical / legal / finance
- Code-switching Arabic-English
- Multimodal audio + text
Every stage of the AI data lifecycle
End-to-end training data, annotation, generative AI, licensed datasets, and evaluation — built for Arabic and multilingual AI.
AI Data Collection
Custom multimodal data captured across MENA and beyond.
- Speech & audio collection (scripted, spontaneous, call-center)
- Wake word & voice command data
- Text & conversational data
- Utterance & chatbot training data
- Image & video collection
- Facial & biometric data collection
- Document & OCR data collection
- Physical AI, robotics & sensor data
- Egocentric (first-person) video data
- Medical & clinical data sourcing
Data Annotation & Labeling
Precise human labeling by trained linguists and annotators.
- Audio transcription, timestamping & diarization
- Speech & sound event labeling
- Image annotation: boxes, polygons, segmentation, keypoints
- Video annotation & object tracking
- LiDAR & 3D point cloud annotation
- NLP: NER, intent, sentiment, classification
- Medical annotation (DICOM, clinical notes, coding)
- Facial recognition & anti-spoofing labeling
- Document AI & OCR labeling
Generative AI & LLMs
Expert data to train, align, and evaluate large language models.
- RLHF & preference ranking
- Supervised fine-tuning (SFT) data
- Chain-of-thought & reasoning data
- RAG data preparation
- Prompt & response generation
- Red teaming & safety evaluation
- Hallucination & bias detection
- Multimodal AI training data
- AI agent & tool-use evaluation
Off-the-Shelf Datasets
Licensed, ready-to-train datasets for faster model development.
- Arabic & multilingual speech catalogs
- Call-center & conversational speech
- Text, Q&A & NLP datasets
- Computer vision & biometric datasets
- Medical & clinical datasets
- Physical AI & sensor datasets
Model Evaluation & QA
Human-in-the-loop validation for production-grade accuracy.
- Model benchmarking
- ASR / TTS evaluation
- LLM output review & scoring
- Search relevance evaluation
- Data de-identification (PHI / PII)
- Multi-pass quality assurance
Industry Solutions
Domain-specific data programs for regulated and high-impact sectors.
- Conversational AI
- Computer vision
- Healthcare AI
- Banking & finance
- Technology & eCommerce
- Automotive & autonomy
- Government & defense
- Media & entertainment
Let's build the next generation of Arabic AI together.
Tell us about your project — speech, text, image, video, or LLM data. We'll scope volumes, languages, and delivery — usually within one business day.