FURKAN SAKIZLIAI DATA ENGINEERING

BRIDGE ARTICLE · DATA SPACES & SOVEREIGNTY

Who owns the data spaces of AI?

Data spaces become governable through federated rights, verifiable policies, provenance and a tested exit rather than one central owner.

Bright federated data-space architecture of four transparent rooms with separate keys, blue bridges, a shared catalogue prism and an open exit path.
01 · SEPARATE RIGHTSOrigin, legal position, decision authority, control and value distribution remain distinct.
02 · FEDERATEData stays distributed while shared identities, catalogues and policies enable controlled use.
03 · TEST EXITPortability covers data, metadata, provenance, configuration and confirmed deletion.
DATA-SPACE CHARTER

INVENTORY → CLASSIFY → AUTHORISE → CATALOGUE → EXCHANGE → TRACE → ENFORCE → SETTLE → EXIT

Sovereignty comes from provable rights, enforceable limits and a genuine ability to switch.

THE DATA-SPACE-RIGHTS TEST

Can every data product prove purpose, authority, controller, permitted use, provenance and exit?