Data Solutions for AI

End-to-end data services to accelerate your AI development. From data sourcing to annotation and quality assurance.

Everything we build begins with one principle: Quality

Great AI isn't just about smart models—it's about useful, reliable, and safe models. That starts with exceptional training data.

We believe that the quality of your AI is directly proportional to the quality of your data. That's why we've built our entire platform around delivering the highest quality data at scale.

Complete data infrastructure

Everything you need to build, train, and improve AI models with high-quality data.

Data Collection

Custom data sourcing and acquisition from diverse global sources.

Data Annotation

Expert labeling services for all data types with 99%+ accuracy.

Quality Assurance

Rigorous multi-stage review processes for data quality.

RLHF Services

Human feedback for training and evaluating LLMs.

Data Collection

Access high-quality, diverse data from sources worldwide. Our global network enables custom data acquisition for any AI application.

Capabilities

  • Web and mobile data collection
  • IoT and sensor data acquisition
  • Audio and speech recording in 100+ languages
  • Image and video capture
  • Survey and crowdsourcing
  • Licensed and proprietary data sourcing
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Data Annotation

Professional annotation services powered by AI-assisted tools and a global workforce of 100,000+ trained experts. We deliver 99%+ accuracy for all data types.

Annotation Types

  • Image: Bounding boxes, polygons, segmentation, keypoints
  • Video: Object tracking, action recognition, scene parsing
  • 3D/LiDAR: Point cloud annotation, 3D cuboids
  • Text: NER, classification, sentiment, intent
  • Audio: Transcription, diarization, event detection
  • Document: OCR, form extraction, layout analysis
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Quality Assurance

Rigorous quality control processes ensure your data meets the highest standards. Our multi-stage review system catches errors before they impact your models.

QA Process

  • Automated validation checks
  • Expert reviewer verification
  • Consensus labeling for critical data
  • Continuous annotator calibration
  • Statistical quality monitoring
  • Custom quality benchmarks
99.2%
Average Accuracy
3x
Review Stages

RLHF & LLM Training Data

Power the next generation of AI models like ChatGPT, Claude, and Gemini with expert human feedback. Our trained workforce of 100K+ annotators provides high-quality preference data essential for alignment and safety.

Comprehensive RLHF Services

  • Preference Ranking: A/B comparison and ranking of model outputs
  • Safety Alignment: Identify harmful, biased, or unsafe responses
  • Red-Teaming: Adversarial testing to find model vulnerabilities
  • Instruction Tuning: High-quality prompt-response pairs
  • Domain Expert Evaluation: Medical, legal, coding, and specialized domains
  • Multimodal Feedback: Vision-language model evaluation
100K+
Trained Annotators
50+
Languages
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Industry Solutions

Specialized data solutions for high-growth AI verticals.

Autonomous Vehicles

3D LiDAR point cloud annotation, sensor fusion, lane detection, traffic sign recognition. Supporting L2-L5 autonomous driving development.

LLM & Generative AI

RLHF preference data, instruction tuning, safety alignment, and evaluation data for foundation models and AI assistants.

Healthcare & Medical

HIPAA-compliant medical imaging annotation, clinical NLP, diagnostic AI, and radiology data.

Robotics & Manufacturing

Object detection, bin picking, defect detection, quality inspection, and warehouse automation data.

Financial Services

Document processing, fraud detection, financial NLP, KYC automation, and compliance monitoring data.

Smart Retail

Product recognition, shelf monitoring, customer behavior analysis, and visual search training data.

Ready to accelerate your AI development?

Talk to our team about your data requirements and get a custom solution.