An AI-powered knowledge system is a tool that organises institutional know‑how (policies, procedures, FAQs) and serves context‑specific answers using search, chat, or recommendations.​ Healthcare staff may not realise these systems rely on underlying data quality, access permissions, and model behaviour, which affects whether information surfaced at the point of care is reliable and compliant.