From pre-training corpora to production-grade alignment data — every service is built for Arabic-native intelligence at sovereign scale.
Arabic Pre-Training Corpora
Massive-scale, cleaned and deduplicated Arabic text corpora spanning Modern Standard Arabic and 15+ regional dialects — ready for foundation model training.
MSA
Dialectal Arabic
Deduplication
Instruction Tuning & RLHF/DPO
Human-annotated instruction-following datasets and alignment data using RLHF and DPO methodologies — tuned for Arabic cultural context and reasoning patterns.
RLHF
DPO
Alignment
Complex Reasoning & COT Data
Chain-of-thought, multi-step reasoning, and logical inference datasets in Arabic — essential for building models that think through problems systematically.
Chain-of-Thought
Math
Logic
Speech: ASR & TTS
Arabic automatic speech recognition and text-to-speech training data across accents, dialects, and domains — from conversational to formal broadcast.
ASR
TTS
Multi-Accent
Multimodal Data
Paired text-image, text-video, and text-audio datasets with Arabic annotations — powering the next generation of multimodal AI systems.
Vision-Language
Video
Audio
Professional Domain Data
Specialized datasets for healthcare, legal, financial, and government domains — annotated by subject-matter experts with Arabic domain terminology.
Healthcare
Legal
Finance
Enterprise Data Asset Solutions
End-to-end data asset management: ingestion, normalization, quality assurance, versioning, and governance — designed for enterprise AI pipelines.
Governance
Pipeline
QA
FLAGSHIP
Our next-generation offering — a three-layer architecture combining DID Identity verification, an AI Agent marketplace, and multi-channel distribution. The AIP Protocol enables decentralized, trust-verified AI decision-making at enterprise scale, outperforming traditional advertising and data models through transparent, agent-driven intelligence distribution.
AIP Protocol
DID Identity
AI Agent Market