Which task makes a suitable first trial?
Choose a recurring text task where responsible staff can establish the correct answer from existing documents. For practices and care teams, this might involve an internal administrative instruction; in life sciences, the administrative recording of equipment training. The output could be a change list with source references and open questions.
AI can help summarise longer changes in plain language. If you only need to see which words changed, the comparison function in your document management system may be enough. Two short extracts such as those in the example are easy to check manually; the example makes the process visible.
What documents and instructions does the AI need?
For a learning exercise, create the documents entirely from scratch. For a trial with internal documents, they must be approved for the selected tool and intended users. Provide clearly labelled versions and identify which is current. An archived document must not silently become the current instruction during comparison.
- Input: document title, version, section and approved text extracts.
- Output: changes, source references, unchanged procedures and explicitly unresolved questions.
- Use: draft for the document owner; no direct publication or system authorisation.
How do you recognise a useful result?
Check every change against the original passages. Were responsibilities, conditions or exceptions omitted? Does the output contain anything absent from both versions? In the example, “All old records must be transferred” would be an invented requirement. Even an otherwise correct summary must retain the check before access is granted.
Record errors and the effort needed to correct them. Compare the complete task, including review, with your existing approach. If checking takes longer or relevant changes are missed, simplify the task or keep using the existing document comparison.
Where does the administrative task end?
AI is not a medical device simply because it is used in a practice or laboratory. The manufacturer’s intended purpose is one factor in determining how software is regulated. Swissmedic explains medical purposes and the qualification of software. An assistant for internal text comparisons does not establish whether another function may be used for diagnosis or treatment.
In life sciences, also establish whether the output feeds into a regulated quality, research or production process. An SOP comparison remains a draft; the responsible specialists and quality staff assess whether and under what conditions it can be used in that process. The exercise does not replace any system validation required for that use.
What must be settled before everyday use?
Name the people who supply documents, check outputs and approve internal notices. Record where inputs are processed and results stored, who can access them and how a new document version is introduced. Administrative documents can also contain personal or confidential information.
Proceed only when the task is handled reliably enough and review effort is acceptable. The next step might be a limited trial with approved organisational documents. Patient records, clinical recommendations and decisions about using equipment fall outside the text task described here.
Choose a task for your work area
Scroll the table sideways if needed.
| Area | Administrative knowledge task | Output and boundary |
|---|---|---|
| Practice or care organisation | Summarise changes to an internal instruction for general enquiries | Draft for administration; no assessment of symptoms or urgency |
| Life-sciences laboratory | Compare versions of an SOP for recording equipment training | Change list with source references; no competence assessment or access authorisation |
| Pharma or medical technology | Compare approved instructions for internal document storage | Open questions for document owners; no product or batch release |