AI data privacy engineering

The operating task

Apply project-specific minimisation and access boundaries to model workflows. Assessment follows the actual system boundary, authorised task and consequences of a failed control.

Softinator's contribution

Apply relevant minimisation, purpose and access boundaries to the selected AI workflow. The commissioned output includes privacy design and information-flow assessment.

Acceptance in use

Review the data actually consumed, retained and exposed across the programme. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.