Encrypting all user-generated data so that even the user cannot extract or transfer it.

Withholding access to any data if the manufacturer asserts hypothetical risks of trade-secret leakage.

Conditioning data export on acceptance of a licence assigning all derivative works to the manufacturer.

Providing data in real time while implementing technical measures ensuring that shared datasets do not reveal model-internal parameters or analytics logic.