When developing AI, natural language, or text-based machine learning models, quality annotated text data is the foundation. At Root-360, we provide specialized text annotation solutions in Dubai, UAE, crafted for businesses that require accuracy, local relevance, and scalability. Whether you need sentiment analysis, named entity recognition (NER), or large-scale document labeling, our services support diverse languages and use-cases across the Emirates.
Building accurate AI and NLP models starts with high-quality, human-verified annotated text data. Root-360 provides top-tier text annotation solutions in Dubai, UAE, helping businesses and research organizations create smarter, more contextual AI models.
From sentiment analysis and named entity recognition (NER) to intent classification and document labeling, our solutions ensure precision, scalability, and full data security — tailored to the UAE market.
We ensure top quality through:
Local Expertise & Cultural Relevance
We understand the linguistic diversity in UAE: Arabic (Modern Standard, local dialects), English, and mixed usage. We ensure text labels respect local grammar, semantics, and context, avoiding misinterpretation.
High Accuracy & Rigorous Quality Control
Every project includes multiple rounds: guideline definition, annotator training, pilot task, QA reviews, inter-annotator agreement checks to ensure consistency, precision, and reliability.
Scalable & Flexible Solutions
Whether you need a pilot project, ongoing annotation, or large dataset annotation, Root-360 scales as your project demands—with flexible staffing (contract/permanent) or fully managed outsourcing.
Security, Privacy & Compliance
We follow strict data privacy norms. For sensitive domains (healthcare, finance, government) your text data is handled under NDAs, encrypted storage/transmission, with compliance to UAE, GCC, and international standards.
We scout and identify top professionals across industries using advanced databases, job boards, and professional networks.
Every candidate undergoes a thorough evaluation to ensure technical expertise, cultural compatibility, and organizational fit.
Whether you’re hiring within Dubai or sourcing talent globally, we manage visa processing, documentation, and compliance requirements.
We coordinate the entire process from shortlisting and interviews to offer negotiation and post-hiring follow-up ensuring smooth recruitment cycles.
1. Named Entity Recognition (NER)
Identify entities such as people, organizations, dates, locations, and product names. We handle multi-language NER for Arabic and English text datasets.
2. Sentiment & Emotion Annotation
Analyze and classify text as positive, negative, or neutral — and detect deeper emotional tones for social media, reviews, and customer feedback.
3. Intent Classification for Chatbots
Train conversational AI systems by labeling user intents, queries, and dialogue flows — improving chatbot understanding and performance.
4. Document & Topic Annotation
Categorize long-form text or documents by subject matter, department, or purpose. Ideal for document management and legal AI solutions.
5. Text Transcription & OCR Correction
Convert handwritten or scanned text into machine-readable formats with expert correction and structuring.
| Industry | Use Case | Example Application |
| Finance | KYC document labeling, transaction analysis | Fraud detection & compliance AI |
| Healthcare | Clinical note annotation, diagnosis tagging | Medical NLP model training |
| E-Commerce | Product description labeling, review sentiment | Personalized recommendations |
| Telecom | Chat log and customer support annotation | AI-powered response automation |
| Government | Multilingual feedback analysis, citizen surveys | Smart city data initiatives |
| Legal | Contract classification and clause labeling | AI-driven document search engines |
| Step | Description | Outcome |
| 1. Consultation & Requirement Gathering | Understand project goals, text type, and output formats | Custom annotation plan |
| 2. Guideline Development | Define label categories and annotation schema | Consistent tagging framework |
| 3. Pilot Project | Sample annotation and feedback round | Accuracy validation |
| 4. Full-Scale Annotation | Trained annotators perform labeling | High-volume dataset creation |
| 5. Quality Assurance & Final Delivery | Double QA check and final format export | Ready-to-use AI dataset |
Deep local market presence & understanding of Arabic NLP nuances
Trained annotators and scalable project management
Proven record in AI-based data labeling across multiple industries
On-time delivery and customizable engagement models
We provide smart, flexible IT and recruitment solutions tailored to your business goals—helping you find the right talent and implement the right technology to drive performance, growth, and long-term success.
We connect businesses with skilled talent to build strong teams that drive growth today and beyond.
