Data services for ML and AI models

Get high-quality data to boost your AI/ML model's accuracy. Complete your project on time, even on short notice. Free up your data scientists from routine labeling tasks

Trusted by the world’s leading tech brands

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6+
years experience with various projects
Advantages SLA over projects
24/7*

Our AI Training Data Services

We offer end-to-end training data services to support your AI development:

Data Collection

Reliable data from diverse sources, collected with automated and manual quality checks.

Data Annotation

Accurate image & video labeling services ensuring high-quality training data for AI models and generative AI systems.

LLM Training

Customized training solutions for large language models, including multilingual speech datasets to enhance your AI.

Ready-to-use Training Datasets

High-quality labeled datasets with real-world data and synthetic samples for AI models, machine learning, and generative AI

Biometric

  • ~419K videos
  • ~40.7M images
  • 29 datasets
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iBeta

Fraud prevention & iBeta Certification success

  • ~108K videos
  • ~17K images
  • 8 datasets
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Medical

  • ~8.28M medical studies/images
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Smart city

  • ~3.7M images,
  • ~10.5K videos
Explore

Content & Language

  • ~4M logs,
  • ~40K audio/videos,
  • ~5.3K hours speech
Explore
Images 40,000,000+ files
Video 600,000+ files
Medical 8,500,000+ files
Logs 4,000,000+ files
Audio 5,000+ hours
All Datasets

Unidata Cases

License Plate Annotation for Vehicle Recognition System

  • 100,000 images with detailed license plate markup (bounding boxes, digits, regional symbols)
  • 2 weeks
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Sentiment Annotation for Brand Monitoring

  • Marketing & Consumer Insights
  • 12,000 text samples, 3 sentiment classes (positive, negative, neutral)
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Surveillance Video Annotation for Entrance Monitoring

  • Surveillance & Security
  • 90 minutes of video from three cameras, approximately 50-60 thousand frames
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Aerial Image Annotation for Urban Planning

  • Automotive Industry
  • 11,000 aerial images, 132,000 objects, 11 object classes
  • 3 weeks
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Document Annotation for Financial Services

  • Financial Industry
  • 6,000 documents, 20 task types
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Image Annotation for Retail Product Classification

  • E-commerce and Retail
  • 100,000 annotated images
  • 4 months
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Intent Annotation for E-commerce

  • E-commerce and Retail
  • Ongoing Project
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Pose Estimation for Proctoring

  • Education
  • 6000 images
  • 3 months
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Image Annotation for Construction and Heavy Machinery

  • Construction & Infrastructure
  • 5,000 images
  • 5 days
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Image Segmentation for Retail Applications

  • E-commerce and Retail
  • 1,000 high-resolution annotated images
    30+ object classes per image
  • 6 weeks
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Image Annotation for Ore Detection

  • Mining and Oil & Gas Industry
  • 300 annotated ore images
  • 1.5 weeks
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Chat Message Annotation for Toxic Content Filtering

  • E-commerce and Retail
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Advanced Message Filtering for Platform Safety

  • E-commerce and Retail
  • Dialogues exchanged between users
  • 3 months
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Product Grouping for E-commerce

  • Major online classifieds platform
  • 20,000 listings with triple annotation overlap
  • 2 months
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Multi-Speaker Audio Annotation for Banking

  • Speech AI
  • 20 hours of audio, 2 task types (segmentation and transcription)
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Fight Detection for Surveillance Systems

  • Security, Video Analytics
  • 2 weeks
  • 200 professionally produced 4K videos
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Audio Transcription for Finance Sector

  • Telecom
  • 80 hours per month
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Urban Image Annotation for Waste Detection

  • Housing and Utilities
  • 8000 images
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Image Data Collection for Hair Loss Classification Task

  • Medicine
  • 200 annotated sets
  • 1.5 months
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Audio Data Collection for Emotion-Sensitive Voice Systems

  • Development of child response systems for laughter and crying
  • 750 unique audio files featuring children's voices
  • 1 month
Learn more

Banking Call Categorization for NLP Automation

  • Banking
  • 363,000 audio files
  • 50 days
Learn more

Image Annotation for Strawberry Ripeness Detection

  • Agriculture
  • 5,000 strawberry images
  • 1 month
Learn more

Image Data Collection for Biometric System

  • Biometrics, Facial Identification
  • 2,000 photographs across 50 unique sets
  • 1 month
Learn more

Video Data Collection for Street Weapon Detection

  • Video Systems and Video Analysis
  • 100 hours of video for annotation
  • 28 days
Learn more

Industries

View cases

E-commerce

Retailers analyze product reviews to understand how customers feel. Insights highlight positives, flag negatives, and guide merchandising with analytics tools to boost conversions.

Market Research

Researchers analyze open responses to uncover positives, negatives, and emotion. Businesses use text analytics to refine products and align messaging with audience needs.

Customer Support

Support teams use analytics software to spot service gaps, improve customer support, and enhance customer experiences based on recurring patterns in chats and tickets.

Human Resources

HR teams evaluate employee feedback to surface team sentiment. Text analytics supports culture programs, tracks engagement trends, and improves internal communication and retention.

Social Media Monitoring

Brands apply media monitoring tools to track sentiment in posts and replies. This helps detect early shifts, manage risks, and shape communication strategy.

Travel & Hospitality

Travel brands analyze guest reviews with sentiment tools to flag negatives, highlight great customer experiences, and enhance products across services and channels.

Media & Entertainment

Media companies assess product reviews and feedback to understand reactions. Media monitoring tools help refine content strategy and strengthen customer experiences across platforms.

Finance

Financial teams use analytics software to track market sentiment, detect negatives in commentary, and support smarter, faster investment and risk decisions.

Why Choose Us

Unidata offers unparalleled expertise in AI data solutions, delivering superior data quality and optimized workflows

Expertise

Our team consists of industry-leading experts in AI data solutions

Quality

We ensure superior data quality to maximize your AI project's potential

Efficiency

Our optimized workflows accelerate your model training processes

Proven Results

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Customization

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Support

We provide ongoing support and consultation to ensure continuous success
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team
1000 +
full-time assessors

Trusted Data Collection

Data is collected on the Prolific platform, which offers a diverse pool of participants and allows customizations by gender, age, location, or professional background, while ensuring participant consent.

Combining platform filters with team expertise ensures reliability during both collection and validation, and guarantees the data aligns precisely with client requirements.

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What our clients are saying

UniData

4 3 Reviews

PA

Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

TH

Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

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