Production AI needs clear accountability.
Human oversight, privacy, access boundaries and approvals belong in the process design.
People remain accountable.
Decisions with material consequences require proportionate human oversight and named owners.
- approvals
- escalation
- review and stop
- business ownership
As much data access as necessary, as little as possible.
Data minimisation, purpose-based sources and role-based access reduce unnecessary exposure.
European requirements in context.
The GDPR, EU AI Act and other rules may create different obligations. We do not claim blanket legal compliance. This content is not legal advice.
Regulation is assessed against the actual use case.
The EU AI Act applies in stages and distinguishes roles, risk classes and contexts of use. Current official texts and qualified case-specific review are decisive.
EU AI Act
Official regulation and current implementation guidance from the European Commission.
General Data Protection Regulation
Official text of Regulation (EU) 2016/679. Data protection requirements apply alongside other relevant obligations.
Which process should work better in your organisation?
We begin with the work, the people and the current process — then assess which form of AI genuinely makes sense.