Doctelligence is a peer-to-peer blockchain protocol that enables secure AI model training while ensuring data ownership. By integrating blockchain, IPFS, federated learning (FL), and privacy-preserving technologies, we enable scalable AI development without relying on centralized intermediaries.
- For Data Owners: Retain full control over data while monetizing it through model updates—not raw data.
- For AI Developers: Access diverse decentralized data for training AI models without the constraints of centralized silos.
Doctelligence facilitates a peer-to-peer marketplace for AI training and data in a decentralized ecosystem. Tailored for small models on-device, it scales for an open AI economy by eliminating third-party intermediaries, keeping data under the owner’s control while only exchanging model updates.
Decentralized validators empower the network, enabling peer-to-peer exchanges between AI trainers and data owners, ensuring no single entity controls the process. It operates without relying on centralized compute nodes, third-party hardware, or intermediaries. The network and protocol are designed to serve as backend infrastructure, supporting applications for AI training ecosystems and data markets for exchanges, with clean transactions facilitating the frontend. In essence, the blockchain functions entirely as the backend for real utility.
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💻 Data Ownership
Data owners retain full control over their data. Whether stored locally or through decentralized storage solutions, only model updates are shared—raw data never leaves the owner's control, ensuring privacy. -
🤖 Decentralized AI
Models are trained on a decentralized network, eliminating the need for centralized servers. This approach ensures scalability and security, while preserving the privacy of the participants. -
💰 Direct Rewards
Data owners are rewarded directly in stablecoins for their participation in training AI models. By eliminating intermediaries, rewards are efficiently distributed in a transparent and trustless manner.
The Doctelligence Foundation is the steward of the protocol, ensuring the long-term sustainability and evolution of the ecosystem. With a focus on decentralization, the Foundation supports community-driven governance, ensuring that the protocol remains open and community-focused.
Doctelligence was selected as one of the top projects at the Summit on Responsible Decentralized Intelligence, hosted by Berkeley RDI. This event highlighted Doctelligence as the only network capable of scaling decentralized AI through data ownership and privacy-preserving methods.
To understand the technical and philosophical foundations of Doctelligence, explore our White Paper.
For further insights, check out the post from the Department of Computer Science at the University of Oxford, where Doctelligence is discussed in the context of emerging decentralized AI technologies.
Doctelligence is part of a growing movement dedicated to decentralizing the AI and data economy empowering data ownership. There’s a place for everyone in this journey, whether you're a developer, researcher, or advocate for decentralized technologies.
- Contribute: Join us in shaping the future of decentralized AI. Explore our contribution guidelines.
- Engage: Learn more about participating in the ecosystem on our website.
- Contact: Reach out to us at [email protected] for further inquiries or collaboration opportunities.
© 2025 Doctelligence | Decentralizing AI, ensuring data ownership, and fostering trustless innovation for a decentralized future.