General educational information and FAIRE’s interpretation of the linked sources. This is not legal, clinical or regulatory advice. Read the disclaimer.
What shadow AI means
Shadow AI is a simple term for AI tools being used by staff without the organisation having formally assessed, approved or governed that use. It may be well intentioned and low profile: drafting an email, rewriting text, summarising public information, creating a template or brainstorming an administrative task.
The absence of a formal launch does not mean the absence of a governance question.
Why it matters in healthcare
Healthcare adds particular sensitivity. Staff may handle personal data, clinical information and communications where accuracy matters. An output that sounds polished can still be incomplete or wrong, and responsibility does not transfer to the tool simply because it generated the words.
The risk is not only what an AI system produces. It is also what information is entered, who relies on the result and whether anyone knows the tool is in the workflow.
Three questions every practice should ask
- 01What AI tools are staff currently using?
- 02What are they using them for?
- 03What information is being entered?
FAIRE takeaway
The first step is not necessarily banning AI. It is knowing where it is. Once a practice can see the pattern of use, it can decide where clearer guidance or deeper support is needed.