Subnets

Spin-Off Vertical-Specific Subnets: Powered by Blockchain

SoraChain AI empowers the creation of specialized, spin-off subnets — tailored networks dedicated to specific industries, institutions, or communities.

Through a secure blockchain coordination layer, individuals and organizations can tap into a global AI fabric while preserving autonomy, privacy, and trust.

How it works

Individuals

Everyday users can join global subnetworks that deliver personalized AI solutions tuned to their specific needs — whether for personal health, education, financial wellness, or productivity.

Each person maintains ownership over their data and model updates, contributing to the broader evolution of AI without giving up control.

Enterprises, Healthcare Institutions, Governments, and Research Labs

Organizations can establish dedicated private subnets — vertical-specific AI ecosystems — that leverage the continuously updated knowledge of the global network while keeping sensitive and proprietary data fully secure and local.

Examples:

• A hospital network could collaboratively train medical models across hospitals without exposing patient records.

• A government could train models on citizen service data while maintaining national data sovereignty.

• A corporate R&D lab could enhance proprietary innovation pipelines without leaking trade secrets.

Immutable Metadata Logging

Every contribution — every model update, dataset change, and participant interaction — is recorded on a tamper-proof blockchain ledger.

This ensures full traceability: institutions and individuals can always audit who contributed what and when, helping to detect and trace malicious activity or low-quality inputs.

Proof of Contribution

Blockchain enables the issuance of verifiable proofs for meaningful contributions to model improvement.

This helps incentivize good behavior (rewarding valuable updates) and prevents attacks such as submitting fake data or model updates.

Smart Contracts for Governance

Subnets can operate under programmable smart contract-based governance, defining custom rules for participation, reward distribution, dispute resolution, and quality control — all transparently and without centralized control.

Interoperability and Modularity

Subnets can selectively opt-in to share learnings with other networks or the broader SoraChain ecosystem, while maintaining full control over what data or models remain private.

Blockchain acts as the backbone enabling permissioned interoperability between subnet ecosystems.