From powering chatbots to making machine translation algorithms more precise, Natural Language Processing (NLP) models rely on training with accurately annotated text data. However, AI and ML companies often feel the resource pinch when dealing with language complexities and seek the help of text annotation services for AI. HitechDigital, as a leading text annotation company, successfully fills this need with scalable, accurate, and affordable text annotation solutions.
Our text annotators are highly experienced in NLP for machine learning, and in extracting information from unstructured and multilingual text data. We cover all processes in text annotation for machine learning, text classification and specific text labeling, including entity recognition, semantic annotation, intent annotation, phrase chunking, and linguistic annotation.
HitechDigital’s text annotation outsourcing services substantially boost the power of text analytics systems and any AI or ML based application that depends on the quality of text data annotation. In every project taken up by our annotation outsourcing services team, we deploy customized audit systems and strict validation methods that guarantee the success of your AI and ML projects. Our text annotation processes are also designed to integrate efficiently with legacy workflows.
20mn+
Text data points annotated
300+
Text annotators
97.5 %
Accuracy
Create high quality training datasets to power your AI and ML models
Discover More →Tailored text annotation techniques to power your AI and ML models for diverse needs.
Assign predefined categories to text data for information retrieval, sentiment analysis, and organizing content for efficient processing and analysis.
Identify and classify named entities in text, link them to a knowledge base, and annotate for enhanced data analysis and information extraction.
Enrich text by linking its elements to concepts in a knowledge base, improving machine understanding of context and relationships within the content.
Tag textual data with language-specific information, such as syntax, semantics, and phonetics, to aid in natural language processing and analysis.
Determine intent from user’s text or speech for virtual assistants, chatbots, customer support systems, and interactive voice response (IVR) systems.
Segment text into syntactically correlated parts like nouns or verb phrases, to enhance language processing by structuring information for more effective analysis.
More than 95% of our clients are recurring, a testament to the unwavering trust and satisfaction our services consistently deliver.
Operations Head, Construction Technology Company, Germany
Vice President, Operations, Californian Technology Company
Meticulous annotation workflows to ensure precision and consistency in every data point.
Diverse Use Cases of Text Annotation across Industries
We offer a range of text annotation services, including entity recognition, text categorization, sentiment analysis, coreference resolution, and intent recognition, among others.
Text annotation services supply the annotated data required to train supervised machine-learning models. Properly annotated data allows models to learn patterns, grasp context, and make accurate predictions on natural language processing tasks. High-quality training data directly equates to better model performance and reliability.
We provide text annotation services for various languages, including but not limited to English, Spanish, French, German, Chinese, Japanese, and Arabic.
Yes, we can annotate domain-specific texts. We customize annotation guidelines and train annotators specifically for industry-specific projects, ensuring accurate labeling of domain-specific terms and contexts.
Turnaround time depends on the complexity and volume of the project. We work closely with clients to establish realistic timelines, ensuring timely delivery without compromising quality.
Yes, we take data security and confidentiality seriously. We have strict security measures in place, including secure data transfer protocols and confidentiality agreements with our annotators, to protect your data throughout the annotation process.
Yes, we have the capacity to handle large-scale projects. Our scalable infrastructure and skilled workforce enable us to annotate large volumes of text data efficiently without compromising accuracy.
We can deliver annotated data in various formats, including JSON, CSV, XML, or directly integrated into your database via APIs, based on your specific requirements.
While humans provide vital accuracy, AI-assisted tools enhance annotation efficiency. They automate repetitive tasks, pre-annotate data, and assist annotators, dramatically reducing turnaround times. This speed makes possible quicker model iteration, experimentation, and deployment of NLP and machine-learning applications.
Outsourcing offers access to specialized skills and scalable resources, lowering overhead and speeding up project timelines. It provides consistent, high-quality labeled data without taking internal teams away from core development. Let us take care of the complex annotation process while you focus on building models and enhancing efficiency and cost-effectiveness.
Yes, we provide ongoing support and maintenance services, including dataset updates, re-annotation, and model retraining, to keep your AI and ML applications up-to-date and accurate.
Certainly, we have experience in annotating text data from diverse sources, including social media platforms, customer reviews, and other unconventional sources, enhancing the versatility of your AI models.
Yes, we have stringent quality assurance processes in place, including double-annotation, inter-annotator agreement checks, and continuous quality monitoring, to validate the accuracy and reliability of annotated data.
Our pricing depends on factors such as project complexity, annotation type, volume, and required turnaround time. We offer competitive and transparent pricing tailored to specific project needs.
Prioritizing client’s growth, fostering trust, collaboration, and leading with empowerment to achieve shared success.
Bachal represents HitechDigital in North America, and helps client and our production teams collaborate effectively on projects and partnership initiatives.