NLP Data Annotation Services for Language Models and Conversational AI

NLP Data Annotation Services
Modern NLP systems rely on carefully annotated language datasets to understand intent, extract entities, classify text, detect sentiment, and interact naturally with users. Whether you are training a conversational agent, a domain specific classifier, or a multilingual language model, the quality of your annotations directly determines model performance.DataVLab provides NLP data annotation services tailored to production grade AI systems. We support text classification, token level tagging, named entity recognition, sentiment scoring, intent detection, relation extraction, conversational turn annotation, and domain specific linguistic tagging. Our teams work across multiple languages and follow detailed taxonomies aligned with your model objectives.We build annotation workflows that ensure consistent linguistic judgments across large datasets. This includes multi pass quality control, inter annotator agreement scoring, taxonomy validation, and conflict resolution. We also support EU based annotation teams for projects requiring stricter data handling and confidentiality.With experience across healthcare NLP, financial language models, retail chatbots, safety and compliance AI, and domain specific assistants, we help teams create training datasets that are reliable, scalable, and ready for fine tuning or evaluation.
High accuracy intent, sentiment, and entity level annotations aligned with your taxonomy.
Scalable workflows with multi step quality control and linguistic consistency checks.
Support for multilingual annotation and domain specific language datasets.
How DataVLab Supports NLP and Language Model Training
We design annotation workflows that improve the reliability and interpretability of NLP datasets for production AI systems.

Intent Classification for Chatbots
Labeling customer requests across domain specific intents
We classify user utterances into predefined intents to help conversational agents route queries, improve response relevance, and reduce fallback rates.

Named Entity Recognition
Token level tagging for people, organizations, products, and domain entities
We annotate entities with fine grained labels to support information extraction, document processing, and domain specific language models.

Sentiment and Emotion Labeling
Scoring tone, polarity, and emotional categories
We apply sentiment and emotion taxonomies to customer feedback, reviews, and conversational datasets.

Relation Extraction
Identifying how entities connect within text
We annotate semantic relationships such as ownership, affiliation, causality, and product associations to support structured knowledge extraction.

Multilingual NLP Annotation
Language specific tagging across European, Middle Eastern, and Asian languages
Our teams annotate multilingual datasets with consistent guidelines adapted to linguistic context and cultural nuance.

Conversational AI Turn Annotation
Structuring multi turn dialogues for training assistants
We segment dialogue turns, label speaker roles, and apply conversational structure to improve assistant grounding and coherence.
Discover How Our Process Works
Defining Project
Sampling & Calibration
Annotation
Review & Assurance
Delivery
Explore Industry Applications
We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.
We provide high-quality annotation services to improve your AI's performances

Custom service offering
Up to 10x Faster
Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.
AI-Assisted
Seamless integration of manual expertise and automated precision for superior annotation quality.
Advanced QA
Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.
Highly-specialized
Work with industry-trained annotators who bring domain-specific knowledge to every dataset.
Ethical Outsourcing
Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.
Proven Expertise
A track record of success across multiple industries, delivering reliable and effective AI training data.
Scalable Solutions
Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.
Global Team
A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.
Potential Today
Blog & Resources
Explore our latest articles and insights on Data Annotation
We are here to assist in providing high-quality data annotation services and improve your AI's performances






