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Data Trusts and Cooperatives

Data trusts and data cooperatives matter because many civic records are sensitive, collective, and useful only when governed. The question is not only who stores data. It is who has authority to decide access, use, sharing, revocation, and benefit.

Ada Lovelace Institute compares data trusts, data cooperatives, and contractual models as legal mechanisms for data stewardship. Mozilla Foundation describes data cooperatives as a way for individuals or organizations to pool data collaboratively for economic, social, or cultural value.

The mechanisms differ, but they raise the same software questions:

  • who delegates authority;
  • who acts as steward or trustee;
  • what data is covered;
  • who can access it;
  • what purposes are allowed;
  • how consent, revocation, audit, and benefit sharing work.

Concrete civic examples make the distinction easier. A neighborhood air-quality project may need community rules for who can publish sensor data, how faulty readings are corrected, and when evidence is shared with regulators. A housing cooperative may need a different steward for repair histories, income documents, waitlist facts, and accessibility accommodations. A platform cooperative may need portability rights for members while keeping moderation evidence private.

Solidarity Commons Protocol will touch membership, governance, receipts, housing, care, work, and financial evidence. Some records belong to individuals. Some belong to groups. Some are collective assets. Some should not be copied at all.

Data stewardship mechanisms give the project a vocabulary for delegated authority and access control. They also force the privacy model to name who can see a record, who can act on it, and who can change the rule.

The dangerous simplification is treating data governance as a permission checkbox. Stewardship depends on purpose, role, duty, review, and accountability.

Solidarity Commons Protocol should represent access decisions and evidence without pretending that technical permission equals social consent or legal authority.