An AI scribe in
aged care

Residents in aged care are older, frailer and carry more active diagnoses than most patients seen in rooms, so a single encounter touches more problems and produces a longer note. The note also has to serve more readers. Facility nursing staff will act on it that afternoon, visiting allied health and after-hours deputising services will read it cold, a pharmacist will lean on it during a medication review, family members may ask about it, and in the worst case the Aged Care Quality and Safety Commission or a coroner will read it years later.

The record is also split. A visiting GP, geriatrician or nurse practitioner documents in their own clinical software, while the facility keeps its own care record, and the two rarely talk to each other. Much of the documentation burden in aged care is the burden of writing things twice, in two systems, for two audiences.

None of that is removed by any documentation tool. What a good tool can remove is the time between the encounter and a usable draft, which in aged care is often measured in hours because the clinician writes up a whole round after leaving the facility.

A facility round compresses many encounters into one visit. A clinician might review a dozen or more residents in a morning, moving room to room, interrupted by nursing questions, medication charts and phone calls. Notes written back at the desk hours later depend on memory and on whatever was scribbled on a folded list, and the residents seen first are remembered worst.

Ambient capture changes the mechanics of that. If each bedside review is captured as it happens, with consent, the draft reflects what was actually asked, examined and decided at the time. The clinician still reviews and signs every note; the difference is that the raw material was recorded at the bedside instead of reconstructed in the car park.

The review step deserves extra care on a round. A morning of similar encounters creates a real risk of attaching a draft to the wrong resident, so the working habit is simple: open each draft alongside the correct resident's record, confirm the identity, then review and sign. Nothing becomes part of any record until that has happened.

Case conferences bring family, facility staff and clinicians together around goals of care, deteriorating function, behaviour support or end-of-life planning. The clinical record of a conference needs to capture who attended, what was discussed, what was agreed and who is doing what next. Where the conference is claimed under an MBS multidisciplinary case conference item, the record-keeping requirements attached to the item apply, including documenting the participants and the outcomes.

These conversations are long and often emotionally loaded, and they are exactly the setting where a clinician typing into a laptop damages the conversation. An ambient draft lets the clinician face the family, listen properly and lead the discussion, then check the draft afterwards against their own recollection of what was agreed.

The courtesy that makes this work is a plain statement at the start: the discussion is being recorded so the doctor can prepare an accurate record, and anyone can object. A conference draft that names attendees, summarises the discussion and lists the agreed actions is also a useful basis for the letter that often follows to the family or the resident's other treating clinicians.

Consent to record applies in aged care exactly as it does in a clinic, and cognitive impairment complicates it without removing it. Capacity is decision-specific. Many residents living with dementia can still understand that a tool will help the doctor write their notes and can agree to that, even where they could not weigh a complex treatment decision. Ask in plain language and take the answer seriously.

Where a resident cannot consent, the request goes to the substitute decision-maker recognised under the relevant state or territory law, such as an enduring guardian or attorney or the person responsible. Facility staff and family members in the room are captured too, so a recording made during a conference or a bedside review with others present should be flagged to everyone there.

A few habits keep this clean in practice:

• Raise recording once, early, ideally when the resident first comes under your care or at a case conference, and note the outcome in the record.
• Record who consented and in what capacity, whether the resident or a named substitute decision-maker.
• Revisit consent when circumstances change, for example a significant cognitive decline or a new decision-maker.
• Stop the recording without argument if anyone present objects, and document the encounter the ordinary way.

Polypharmacy is the norm in residential aged care, and every medication decision carries documentation with it. Starting, ceasing or adjusting a medicine needs a documented indication and rationale. Deprescribing needs it most of all, because the reasoning behind ceasing a medicine is what protects the decision months later when a different clinician, a pharmacist or a family member reads the chart and asks why.

Residential Medication Management Reviews add another written layer. The accredited pharmacist's report contains recommendations, and the prescriber's response to each recommendation belongs in the record, whether the recommendation was adopted or declined and why. Spoken reasoning at the medication chart, captured and drafted, gets that rationale into the note with far less friction than trying to reconstruct it later.

Medication names are a known transcription hazard for any speech-based tool, because many drug names sound alike and doses matter. This is a place where the review-before-signing discipline does real work: every drafted medication line gets checked by the clinician against the chart before the note is signed.

Facility funding under AN-ACC, which replaced ACFI in October 2022, rests on independent assessments of each resident's care needs, and the facility's care documentation feeds the picture those assessments draw on. Visiting clinicians feel this pressure indirectly, through requests for documentation that supports the facility's record of a resident's function, mobility, cognition and clinical complexity.

The Aged Care Quality Standards expect care to be based on accurate and current information, and Commission audits read documentation closely. Clear, contemporaneous clinical notes from visiting clinicians strengthen the whole documentation chain around a resident, and thin or absent notes weaken it.

The discipline to hold is that clinical notes are written for care. A note stretched to support a funding classification is a governance risk for everyone who touches it. Honest, specific, timely notes about what the resident can and cannot do serve the assessment process, the quality standards and the resident far better than anything written with a funding outcome in mind.