Data Engineering Solutions
Data Annotation
High-Quality Training Data to Scale AI/ML Model Development
Fuel Your AI/ML Models with High-Quality Training Data
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:
- Autonomous Vehicle LiDAR
- Robotics
- Anomaly Detection
- Product Identification
- Facial Recognition
- Object Detection
- And More...
Text
Train your models with high-quaity data annotated from the most complex text, code, and document sources.
Popular Model Applications:
- Natural Language Generation
- Content Summarization
- Recommendation Engines
- Search Relevance
- Multilingual Translation
- Entity & Relationships
- And More...
Speech & Audio
Scale your audio-based AI/ML models and ensure model flexibility with diverse speech data in 40+ languages.
Popular Model Applications:
- Virtual Assistants
- Multilingual Transcriptions
- Speech-to-Text
- Audio Classification
- Regional Identification
- Intent Capture
- And More...
Image, Video & Sensor
From faces to places, power your visual-based and computer vision models with high-quality annotated.
Popular Model Applications:
- Autonomous Vehicle LiDAR
- Robotics
- Anomaly Detection
- Product Identification
- Facial Recognition
- Object Detection
- And More...
Text
Train your models with high-quality data annotated from the most complex text, code, and document sources.
Popular Model Applications:
- Natural Language Generation
- Content Summarization
- Recommendation Engines
- Search Relevance
- Multilingual Translation
- Entity & Relationships
- And More...
Speech & Audio
Scale your audio-based AI/ML models and ensure model flexibility with diverse speech data in 40+ languages.
Popular Model Applications:
- Virtual Assistants
- Multilingual Transcriptions
- Speech-to-Text
- Audio Classification
- Regional Identification
- Intent Capture
- And More...
Data Annotation Sub-Specialties
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:
- LLMs
- Image/Video Generation Models
- Chatbots
- Virtual Assistants
- Customer Service
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:
- Social Media Feeds
- Gaming Feeds
- Chat Forums
- Livestreams
- User Reviews
- Brand Reputation
The Benefits of Data Annotation with Innodata
Bringing world-class data labeling services, backed by our proven history and reputation.
High-Quality Annotated Data
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.
End-to-End Process
Our team of ontologists, linguists, annotators, QA specialists, and data scientists support building ontologies, guidelines, annotation, and model development.
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.
Responsible AI
High-Quality Annotated Data
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.
End-to-End Process
Our team of ontologists, linguists, annotators, QA specialists, and data scientists support building ontologies, guidelines, annotation, and model development.
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.
Responsible AI
Our Data Annotation Process
Trust our full-time in-house workforce to deliver powerful data labeling with industry-leading accuracy and quality.
Taxonomy
Creation
Guideline
Development
Pilot Execution
& Delivery
Project Kickoff
Single/Multi-
Pass Annotation
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.
Automotive or Autonomous Vehicles
In/Off-Street Object Detection, Lane Detection and Tracking, Anomaly Detection, Sensor Fusion, Semantic Segmentation, and more.
Aviation, Aerospace, or Defense
Predictive Maintenance, Aircraft Detection, Air Traffic Control, Autonomous Systems Development, Geospatial Analysis, and more.
Banking, Financials, or Fintech
Fraud Detection, Risk Assessment, Trading Algorithms, Customer Sentiment Analysis, Regulatory Compliance, and more.
Consumer Products or Retail
Product Categorization and Classification, Inventory Management, Visual Search Engines, Customer Reviews, Customer service chatbots, and more.
Energy, Oil, or Gas
Environmental Monitoring, Risk Management, Fault Detection and Management, Geological Analysis, and more.
Healthcare or Pharmaceuticals
Medical Image Annotation, Drug Development, Health Record Annotation, Pharmacovigilance, Medical Journal Annotation, and more.
Insurance or Insurtech
Underwriting Analysis, Claims Fraud Detection, Subject Risk Assessment, Customer Sentiment, Customer Service Chatbots, and more.
Legal or Law
Contract Review and Analysis, Legal Transcription, eDiscovery, Entity Recognition, Compliance Monitoring, and more.
Manufacturing, Transportation, or Logistics
Contract Review and Analysis, Legal Transcription, eDiscovery, Entity Recognition, Compliance Monitoring, and more.
Media or Social Media
Content Moderation, Ad Placements, Facial Recognition, Podcast Tagging, Sentiment Analysis, 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.
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.
Life Science Data Provider Finds Right Formula for Drug Search & Discovery
Continuous Learning For Facial Recognition In Images
Text Annotation for Financial Risk Assessment
Success Stories
Learn how we’re helping our clients secure the ground truth data they need to succeed.
