Responsible AI and Human Oversight

Purpose and limitations AI may assist with information, classification, content and recommendations. Its outputs can be incomplete or inaccurate and do not substitute for qualified engineering, legal or safety review. Human accountability Commercial commitments, legally significant decisions and safety-critical control require properly authorised human or deterministic-system approval according to workflow. Data minimisation Use only information needed for a defined purpose and assess model/provider access, retention and international transfer controls. Challenge and escalation Users may request human review for material AI-generated recommendations, complaints or disputed decisions.