Doctelligence is a fully peer-to-peer decentralized Federated Learning (FL) protocol for EVM-compatible blockchains, enabling secure AI collaboration and data monetization while supporting individually owned, data-driven economies.

Data economies have historically concentrated wealth at the top, often leaving contributors uncompensated. Doctelligence enables a circular economy, where data owners receive continuous rewards, and AI-driven insights feed back into goods and services that return value across industries—driving cross-sector, self-sustaining innovation.

Blockchain technology opened the door to reconstructing our social and economic configurations—bypassing middle-persons to enable more inclusive, cooperative systems. It was as much a social technology as a technical one: Bitcoin didn’t seek approval from banks, and Ethereum didn’t try to list applications in the app store. These networks reshaped the rules of participation, laying the groundwork for systems like Doctelligence to empower individuals within data ecosystems, rather than extract from them.

Our infrastructure is ideal for self-sovereign identity networks and decentralized data ecosystems, and supports FL training for decentralized data marketplaces, enabling trustless interactions between data owners and AI developers:

• For Data Owners & AI Developers: Securely monetize data while preserving privacy. Instead of sharing raw data, contributors exchange model updates, ensuring sovereignty and compliance.
• Decentralized Infrastructure: The network is secured by validators, eliminating reliance on centralized compute nodes or third-party intermediaries.

• 💻 Self-Sovereign Data Ownership
  Retain full control over your data while enabling AI training in a secure, decentralized infrastructure—no centralized oversight or data movement.

• 🤖 Decentralized AI Training with Federated Learning
  Utilize Federated Learning (FL) and a peer-to-peer network to enable privacy-preserving AI model updates. Data never leaves local storage—only encrypted model improvements are shared, ensuring secure collaboration between data providers and AI developers.

• 💰 High-Frequency Trustless Incentives
  Earn high-frequency stablecoin (e.g., RAI) rewards transparently, eliminating intermediaries and ensuring fair, direct compensation for all network participants.

The Doctelligence Foundation is a non-profit organisation that supports protocol evolution, fostering open governance and self-sovereign AI ecosystems. Decentralization is core to ensuring long-term sustainability without centralized gatekeepers.

We are recipients of a Cosmos Institute Grant: cosmos-institute.org, based in Austin, Texas and the University of Oxford.

Doctelligence was recognized at the Summit on Responsible Decentralized Intelligence, hosted by Berkeley RDI, as a groundbreaking infrastructure for self-sovereign AI and data ownership.

Read our full white paper here: Doctelligence White Paper (DIN)

Doctelligence and the Decentralized Intelligence Network (DIN) were also featured in the Oxford CS Department’s discussion on the future role of decentralized AI.

Join us in building the future of self-sovereign AI and decentralized data economies:

• Contribute: Shape the protocol—see our contribution guidelines
• Engage: Learn more on our website
• Collaborate: Contact us at abraham.nash@cs.ox.ac.uk

© 2025 Doctelligence | Decentralizing AI, enabling self-sovereign data, and fostering trustless innovation.