Data and trust

A data license begins with a boundary.

A CRM export can mix dealership work, customer details, and fields governed by a vendor agreement. A useful project names the source, the permitted use, the recipient, and what stays out.

Name the source and exclusions

A project plan should name the record types, time periods, and fields in scope, along with what stays out. Sensitive information and sources that cannot be licensed for the intended use need specific treatment or exclusion. The public forms accept descriptions, not customer files or credentials.

Say what the recipient can do

Testing an AI system, retrieving answers, training a model, and licensing material onward are different uses. A right to view a system or work with a dealer does not automatically authorize training or resale. Each source and intended use needs a rights review and agreed scope.

Treat identity as a real constraint

A proposed plan may consider removing direct identifiers, transforming identifying details, restricting access, or creating purpose-built scenarios. Indirect clues and linked records can still identify people or businesses. De-identification reduces risk; it does not eliminate it.

Set the after-use rules too

Before source access, a project plan should settle extraction, storage, access, supporting providers, retention, and deletion. Ending future sharing may not revoke rights already granted, and deleting a source file cannot be assumed to remove its influence from a trained model.

These are terms to settle for a proposed project, not a description of an existing security program or certification.