All Use Cases
For AI Companies
Train better models
High-quality, human-labeled datasets for machine learning. Ethically sourced with verified consent.
Available data types
Image Data
Labeled images for classification, detection, and segmentation tasks.
Object detectionImage classificationSemantic segmentation
RLHF Data
Human preference data for fine-tuning language models.
Response rankingInstruction followingSafety alignment
Audio Data
Voice recordings for speech recognition and synthesis.
Speech-to-textVoice cloningEmotion detection
Video Data
Annotated video for action recognition and understanding.
Action recognitionVideo captioningTemporal segmentation
Why choose PRIV
Ethically Sourced
All data comes with verified consent. Protect your models from legal risk.
Diverse & Representative
Global contributor base ensures diverse, representative datasets.
Human Verified
Multi-oracle consensus ensures high-quality annotations.
Quality assurance pipeline
1
Task Distribution
Work assigned to qualified labelers
2
Multi-Oracle Review
Multiple labelers validate each item
3
Consensus Check
Automatic quality scoring
4
Dispute Resolution
24h window for challenges
Ready to scale your AI?
Contact us for custom dataset creation and enterprise pricing.