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
Let's build the next generation of Arabic AI together.
Tell us about your project. We'll scope dialects, speakers, hours, and delivery — usually within one business day.