Perle is a Web3-based artificial intelligence project that focuses on improving AI model training through a transparent, blockchain-powered data ecosystem. Its platform, Perle Labs, connects vetted human experts with AI developers to create high-quality, verifiable datasets.
How Does Perle Use Blockchain for AI Training?
Perle Labs leverages blockchain for on-chain attribution, transparent data contributions, and incentive mechanisms. This ensures that the origin and quality of training data are verifiable, helping AI developers trust and optimize their models.
Why Keep Humans in the Loop?
While automated labeling systems are fast, Perle's approach emphasizes human oversight, especially for rare or ambiguous data scenarios. The platform claims its expert network can outperform automated systems like Amazon Rekognition by a significant margin in accuracy and reliability.
What's Driving Investor Interest in Perle?
In August 2025. Perle closed a $9 million seed round led by Framework Ventures, bringing its total funding to $17.5 million. The launch of Perle Labs positions it as a key infrastructure player in the AI data space, targeting a growing market demand for trustworthy, diverse datasets.
Conclusion
Perle combines human expertise with blockchain's transparency to solve one of AI's biggest challenges: data quality. By building an incentive-driven, verifiable ecosystem, it's setting a new standard for how AI models are trained and improved in the Web3 era.
