Directory/Perle Labs
Perle Labs

Perle Labs

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  • Infrastructure Providers
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  • E-commerce Payments
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  • US Dollar Access
Circle Products Used
  • USDC
Blockchains Supported
  • Solana

Perle Labs combines expert-verified data annotation for AI training with a decentralized contributor network, delivering transparent provenance and equitable rewards for human intelligence onchain.

Perle Labs connects AI teams and developers with a global network of verified expert contributors for data annotation and evaluation. Built on Solana, the platform delivers human feedback at scale across multi-modal datasets, including text, images, audio, video, and code. By combining expert-in-the-loop validation and onchain verification, Perle Labs provides production-grade AI training data with transparent auditability and equitable, performance-based contributor rewards. 

The Problem We Solve: Traditional data labeling pipelines are often opaque, making it difficult for enterprises to scale human annotation while ensuring quality and provenance.

Key Features:

  • Verified Expertise: Contributors complete structured, domain-specific tasks across specialized sectors and industries. 
  • Human Feedback at Scale: Expert reviewers provide precise, context-aware labeling for different data types. 
  • Onchain Provenance: Each annotation and review is logged on Solana for full traceability. 
  • Algorithmic Rewards: Contributors automatically earn onchain rewards that are tied to their accuracy and consistency. 
  • Enterprise-Grade Quality: AI data pipelines are verifiable, bias-aware, and compliant with industry standards.  

Perle Labs delivers a new layer of trust in AI data operations, enabling developers to source high-quality training data while contributors earn fair compensation for verified expertise.

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