End-to-End Text Annotation
High-Quality Training Data for Automated Text Classification and Natural Language Processing
High-Quality Text Annotation and Classification Services
With Innodata’s full suite of text annotation and classification services, you can scale your AI models and ensure model flexibility with high-quality annotated text data. Leverage Innodata’s deep annotation expertise to streamline text annotation and classification using active learning, NLP, and human experts-in-the-loop.
Our data-centric approach helps jump-start your models with the highest quality of labeled text data for your AI/ML models.
With world-class workbenches, our services can be configurable to address any requirements for labeling and annotation, including support for any text data input format in 40+ languages.
Multiple security features within our operations result in the strictest control and compliance in labeling or classifying your text data.
With our global workforce of 4,000+ domain-specific subject matter experts, you can rely on Innodata to annotate, classify, and validate exceptional text data for any industry-specific use case in any major language with confidence.
Quality Assurance, Validation, & Control
Innodata can support various annotation processes such as single pass, double pass, double pass blind, or inter-annotator agreement processes — giving you the highest-quality annotated data to ensure your AI/ML model accuracy.
Scalable Output In Any Format
Our services can simultaneously process thousands of text files from multiple sources across different locations. Additionally, Innodata can support, load, or build custom taxonomies and deliver annotated text data in formats such as JSON, HTML, or XML.
Our Expertise at Work Across Diverse Applications
Whether you need document classification or NER annotation to automate document recognition or build your NLP models, our best-in-class text annotation solution delivers ground truth data for any situation in 40+ languages.
Text Annotation Workbenches to Create your Training Datasets and Train Your AI Models
Annotate mentions of named entities in text data and documents, such as persons, organizations, facilities, locations, events, etc.
Text Annotation Customer Success Stories
Multilingual Content Moderation for Global Social Media Platform
A leading social media platform needed to improve modeling for search query relevance, ad review and placement, sentiment analysis and toxicity, and content moderation.
Risk Assessment Financial Annotation for Global Financial Firm
A global financial services firm required the annotation of technical financial documents to train its AI platform to conduct risk assessments for investment portfolios.
Multilingual Text Annotation for Leading Booking Engine Chatbot
A leading travel aggregator and booking engine required highly accurate annotated datasets for a booking assistant bot that operates in multiple languages.
Annotation for Life Science Data Provider’s Drug Search & Discovery
A leading abstract and indexing scientific research discovery solution required annotated data to enhance its platform for drug search/discovery and research funding.
The Innodata Process
An End-to-End Approach
Consult with a dedicated account manager. Generate test pilot to fine-tune annotation specifications to meet client’s ML needs. Align text annotation goals. Establish quality metrics, KPIs, & SLAs. A flexible & iterative approach.
A tailored team of in-house SMEs are selected based on project requirements and individual domain expertise. Annotators complete a customized training program after which they receive weekly audit reports, showing the results of auto-validation, random QC spot checks, and KPI performance evaluations.
Our text annotation services and platform offer various workbenches with unparalleled control of annotation workflows. Time-to-value enhancers augment and streamline work. Highly accurate annotated data. Infinite scale.
Continuous delivery of ground-truth annotated text data to power your text classification and NLP models. Secure data transfers. Strengthen model weaknesses with iterative batches to facilitate active learning.
Our Team of Data Experts
Our team is comprised of data experts with years of developing strategies that enable companies to manage and distribute data using AI-based solutions. Book a time that works for you, and let us help develop a custom solution for your unique needs.
Text Annotation Services