High-Quality Training Data to Scale AI/ML Model Development

Our team of subject matter experts delivers accurate, reliable, and domain-specific data annotation services across all data types.

Image, Video, & Sensor

From faces to places, power your visual-based and computer vision models with high-quality annotated data.

Popular Model Applications:

Text

Train your models with high-quaity data annotated from the most complex text, code, and document sources.

Popular Model Applications:

Speech & Audio

Scale your audio-based AI/ML models and ensure model flexibility with diverse speech data in 40+ languages.

Popular Model Applications:

Beyond general data labeling, Innodata excels in providing specialized solutions for applications like generative AI models, conversational AI initiatives, and content moderation programs.

Generative &
Conversational AI

Scale LLMs, generative AI programs, and other conversational AI models with reliable annotated data by our global subject matter experts in 40+ languages.

Popular Generative and Conversation AI Model Applications:

Content
Moderation

Scale content moderation models to identify and classify inappropriate content more accurately by feeding them domain-specific annotated data across all data types in 40+ languages.

Popular Content Moderation Model Applications:

The Benefits of Data Annotation with Innodata

Bringing world-class data labeling services, backed by our proven history and reputation.

High-Quality Annotated Data

We produce highly accurate annotated data across all modalities with a reputation for agility, scalability, customer-centricity, and the highest-quality data.
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Multilingual Data Annotation

All major languages and dialects supported for increased model accuracy and worldwide accessibility.

Global Subject Matter Experts

Our in-house 4,000+ global subject matter experts have domain expertise, ready to annotate data for any industry-specific use case.

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End-to-End Process

Our team of ontologists, linguists, annotators, QA specialists, and data scientists support building ontologies, guidelines, annotation, and model development.

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Global Delivery

With multiple global delivery centers, Innodata can deliver diverse datasets of various annotated data types in 40+ languages for all your AI/ML training data needs.

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Responsible AI

Innodata champions responsible AI development, ensuring your models are built on high-quality, ethically sourced datasets with a commitment to data integrity.
A white woman in a white shirt offering a handshake congratulating a customer on partnering with Innodata for data annotation for AI and ML model training data

High-Quality Annotated Data

We produce highly accurate annotated data across all modalities with a reputation for agility, scalability, customer-centricity, and the highest-quality data.
Blue icon of a computer box signaling multilingual capabilities

Multilingual Data Annotation

All major languages and dialects supported for increased model accuracy and worldwide accessibility.

Global Subject Matter Experts

Utilize our in-house 4,000+ global subject matter experts with domain expertise, ready to annotate data for any industry-specific use case.

Blue icon showing a group of three people in a team

End-to-End Process

Our team of ontologists, linguists, annotators, QA specialists, and data scientists support building ontologies, guidelines, annotation, and model development.

Blue icon of a globe and a person

Global Delivery

With multiple global delivery centers, Innodata can deliver diverse datasets of various annotated data types in 40+ languages for all your AI/ML training data needs.

Blue icon showing a thumbs up

Responsible AI

Innodata champions responsible AI development, ensuring your models are built on high-quality, ethically sourced datasets with a commitment to data integrity.

Our Data Annotation Process

Trust our full-time in-house workforce to deliver powerful data labeling with industry-leading accuracy and quality.

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Taxonomy
Creation

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Guideline
Development

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Pilot Execution
& Delivery

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Project Kickoff

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Single/Multi-
Pass Annotation

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Quality Testing
& Analysis

Deep Annotation Expertise Across All Industries

Innodata specializes in all types of data labeling projects, for any industry – no matter how complex.

Agritech or Agriculture

Crop Yield Prediction, Livestock Monitoring, Plant Disease Detection, Weed Detection and Management, Soil Moisture Monitoring, and More….

Consumer Products or Retail

Product Categorization and Classification, Inventory Management, Visual Search Engines, Customer Reviews, Customer Service Chatbots, and More…

Legal or Law

Contract Review and Analysis, Legal Transcription, eDiscovery, Entity Recognition, Compliance Monitoring, and More…

Automotive or Autonomous Vehicles

In/Off-Street Object Detection, Lane Detection and Tracking, Anomaly Detection, Sensor Fusion, Semantic Segmentation, and More…

Energy, Oil, or Gas

Environmental Monitoring, Risk Management, Fault Detection and Management, Geological Analysis, and More…

Manufacturing, Transportation, or Logistics

Contract Review and Analysis, Legal Transcription, eDiscovery, Entity Recognition, Compliance Monitoring, and More…

Aviation, Aerospace, or Defense

Predictive Maintenance, Aircraft Detection, Air Traffic Control, Autonomous Systems Development, Geospatial Analysis, and More…

Healthcare or Pharmaceuticals

Medical Image Annotation, Drug Development, Health Record Annotation, Pharmacovigilance, Medical Journal Annotation, and More…

Media or Social Media

Content Moderation, Ad Placements, Facial Recognition, Podcast Tagging, Sentiment Analysis, Chatbots, and More…

Banking, Financials, or Fintech

Fraud Detection, Risk Assessment, Trading Algorithms, Customer Sentiment Analysis, Regulatory Compliance, and More…

Insurance or Insurtech

Underwriting Analysis, Claims Fraud Detection, Subject Risk Assessment, Customer Sentiment, Customer Service Chatbots, and More…

Software or Technology

Computer Vision Initiatives, Audio and Speech Recognition, NLP Model Training, Image and Object Recognition, Sentiment Analysis, Fraud Detection, and More…

Success Stories

Learn how we’re helping our clients secure the ground truth data they need to succeed.

Success Stories

Learn how we’re helping our clients secure the ground truth data they need to succeed.

(NASDAQ: INOD) Innodata is a global data engineering company delivering the promise of AI to many of the world’s most prestigious companies. We provide AI-enabled software platforms and managed services for AI data collection/annotation, AI digital transformation, and industry-specific business processes. Our low-code Innodata AI technology platform is at the core of our offerings. In every relationship, we honor our 30+ year legacy delivering the highest quality data and outstanding service to our customers.

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Data Annotation Services

High-Quality Training Data to Scale AI/ML Model Development