4,000+
Finished audio hours delivered
High-fidelity, dialectal speech corpora
MASNOOD
About MASNOOD
Building the Arabic data layer for reliable AI systems.
Our Clients
Global technology leaders and healthcare institutions rely on our Arabic linguistic and data operations.
Proven at scale
Track record you can measure
Verified delivery metrics across enterprise Arabic data programs — not marketing claims.
17M+
Words processed
Transcription, translation, and annotation
13,880+
Projects delivered
Multilingual and Arabic-focused programs
97.4%
Verified accuracy
Cross-validated QA benchmark on major deliveries
32
Arabic dialects
Natively annotated across MENA regions
100%
Native annotators
Vetted in-region linguistic specialists
Impact highlights
Programs that moved the needle
Anonymized delivery snapshots from enterprise Arabic data engagements — measurable outcomes without naming clients.
Sector: Global speech AI
Pan-regional voice corpus at production scale
A tier-1 technology program required dialectal speech data across Gulf, Levantine, and Egyptian variants for ASR model training — with dual-pass QA and encrypted delivery.
- 4,000+ PFH delivered
- 32 dialect groups
- 97.4% verified accuracy
Sector: Healthcare & clinical AI
Clinical-grade Arabic transcription pipeline
A healthcare institution needed HIPAA-aligned Arabic clinical dictation datasets — bilingual medical terminology, PII redaction, and audit-ready documentation for procurement review.
- 97.4% accuracy benchmark
- HIPAA-aligned workflow
- PII redaction + AWS S3
Sector: Enterprise NLP & annotation
High-volume text programs across MENA
Continuous ingestion of Arabic text for sentiment, speaker ID, and dialect tagging — native annotators, calibration batches, and weekly milestone reporting at enterprise volume.
- 17M+ words processed
- 13,880+ projects delivered
- 100% native annotators
Sector: Sovereign & government AI
Secure Arabic data for national AI initiatives
Government-aligned programs demanded in-region collection, NDA-based contributor networks, SOC 2 / ISO alignment, and structured handoff with delivery certificates.
- NDA-governed delivery
- Dual-pass QA
- Encrypted cloud handoff
Figures represent aggregate verified delivery metrics across MASNOOD programs. Client identities withheld by policy.
Company story
MASNOOD was created for organizations that need Arabic AI data they can trust: data that reflects real dialect diversity, is reviewed by people who understand the language, and is delivered through disciplined enterprise operations.
Vision
To become the trusted Arabic AI data partner for organizations building the next generation of intelligent systems.
Mission
To help organizations build better AI through high-quality Arabic data, human expertise, secure operations, and measurable quality.
Platform Vision
MASNOOD's platform vision includes Collect, Annotate, Evaluate, a managed Data Platform, a Contributor Network, and a future Dataset Marketplace.
Leadership team
The people accountable for scope, quality, security, and on-time delivery.
Abdulrahman Al-Akizi
Executive Director & Founder
Leads MASNOOD's strategy, enterprise partnerships, and client engagements — aligning Arabic data programs with measurable quality, security, and delivery commitments.
Abdulaziz Al-Tamri
Head of Delivery
Owns program execution from scope design through milestone reporting — project management, throughput, dual-pass QA, and secure handoff for enterprise programs.
Asim Ibrahim
Head of Linguistics
Directs dialect coverage, annotation guidelines, and linguistic QA — ensuring 32 Arabic variants are collected, tagged, and reviewed by native specialists.
Muath Al-Hulwani
Head of Technology
Leads data engineering, automation pipelines, and secure infrastructure — diarization tooling, encrypted storage, PII workflows, and delivery systems.
Values
Technical Integrity
Data Security
Linguistic Inclusion
Operational Transparency
Human Expertise