Aged Care /Drafting concept field guide · 9 min

Care-Plan First-Drafter

Turns the RN handover and clinical attachments into a first-draft care-plan update, with every line traced to its source, so the registered nurse spends minutes checking instead of an hour compiling.

Open the live demo

theater/demos/aged-care_care-plan-first-drafter.html · sandbox · read-only

Open

FIG. 1

The live demo, running on fabricated data. Open it to step through the full flow — every output is shown for a person to approve before anything happens.

How it would work

Reads the RN handover plus the incident report, med chart and GP letter, drafts the care-plan update domain by domain with a source on every field, and routes it to the registered nurse to correct and sign off.

Input 01

The handover + the clinical attachments

An RN handover note for a clinical event — here a post-fall review — with its attachments: the incident report, the medication chart and the GP letter.

Agent 02

Extracts, sources, drafts

Pulls care needs by domain — falls, mobility, skin, nutrition, medication, continence, cognition — tags each to the document it came from, scores its confidence, and drafts the care-time allocation by domain.

Output 03

A draft, with its working shown

A source-attributed draft care plan with a self-check against the facility's AN-ACC care-minute target, laid out for the registered nurse to review, edit and sign off — nothing enters the resident record until the RN approves.

Where it works well

It does the compiling every time, in full, and shows where each line came from.

Best where the trigger is a discrete, well-documented event — a post-fall review with an incident report attached, a dietitian's weight-loss alert against a charted weight history.
The role that benefits most is the clinical care coordinator or RN carrying a unit of residents, where care-plan reviews stack against direct care time.
At that scale, recapturing the compiling time is the difference between reviews done on shift and reviews done in unpaid pyjama time.

The slow, invisible problem is the gap between a clinical event happening and the care plan catching up — reading the incident report, the med chart, the GP letter and the handover, then assembling a structured update, an hour that often finishes after the shift.

Where it works badly

It is confidently wrong when the source documents disagree or are stale.

Where the handover blurs a one-off observation with an ongoing goal, the draft inherits that blur — a goal, an observation and an action all have to be distinguishable in the note.
Not worth it for residents whose plans are stable and whose updates are minor and routine — the compiling is short and the review overhead can exceed the saving.

The honest test

Pull your last ten care-plan updates: how many were triggered by a documented clinical event with attachments, versus drifting changes nobody logged against a source? If most are the latter, the documents the drafter needs aren't there yet.

If the medication chart hasn't been updated for the new Webster pack, the draft reflects the old medications and reads as authoritative. The failure mode is not gibberish — it is a tidy, plausible plan built on a document that was already wrong, which is harder to catch than an obvious error.

What it doesn't do — and shouldn't

It drafts. The registered nurse decides. In aged care that line is non-negotiable.

WHAT IT DOES

Surfaces the extracted care needs with the source document on each field

Suggests a care-time allocation by domain and a review cycle

Flags where its draft falls short of the AN-ACC care-minute target, or where a source is missing

WHAT IT WON’T

Set the falls intervention or judge whether the nutrition plan is adequate

Decide whether an event is reportable under SIRS

Commit anything to the resident record without the RN's sign-off

The care plan is a clinical and legal document. The registered nurse holds the duty of care and the accountability under the Strengthened Aged Care Quality Standards, and a reportable incident under the Serious Incident Response Scheme turns on clinical criteria a draft cannot assess — the obligation sits with the provider and the clinician, regulated by the Aged Care Quality and Safety Commission. The accountable person stays on the decision because the consequence lands on them, not the tool.

What your data has to look like

The trigger documents have to exist, be attached, and be current to the event.

Typical readiness

across orgs we see, before the first job

The trigger documents, attached to the event

Needs shaping

Handover and progress notes that separate goal, observation and action

Usual weak point

Documents current to the event, not weeks behind it

Needs shaping

A clinical system to write back to

Usually ready

A defined trigger for when a review is due

Usual weak point

The real first job

Getting the source documents structured and current is usually a matter of how information is captured at the point of care — not buying a new tool — and it is the work that makes everything downstream possible. It is typically a bigger and more valuable piece than the AI layer that sits on top, and it is the part we help with first.

Right fit if…

You review care plans off discrete clinical events — post-fall, medication change, weight-loss alert

Your RNs or care coordinators carry a unit and reviews compete with direct care

The trigger documents exist and get attached — incident report, current med chart, GP letter

You have a clinical system the approved plan can be written back into

Walk away if…

Most of your updates are drifting changes nobody logged against a source

Your handovers blur goal, observation and action together across shifts and agency staff

Med charts and notes lag the clinical event by days or weeks

You want a tool that decides the clinical care or judges SIRS reportability for you

Open questions

The worried-buyer questions, answered straight

It can, which is exactly why a registered nurse signs off every plan before it enters the resident record — the tool drafts, the RN decides. Each line carries the source it came from — handover, incident report, med chart, GP letter — so the RN checks it against the original rather than trusting a summary. It also flags its own gaps: where the drafted care minutes fall short of the facility’s AN-ACC target, or where a source is missing, it surfaces that for the RN to confirm rather than quietly filling the hole.

Partly, and the honest answer is that messy free-text notes are the usual first job, not the AI. The drafter can only attribute a care need to a source if that source actually records it: a fall has to be in the incident report, a medication change in the med chart, a goal distinct from an observation in the note. Where handovers blur those together, the draft inherits the blur. We typically look at how your handover and progress notes are captured before adding any AI on top.

No. It removes the compiling — reading three or four documents and assembling a structured first draft — so the RN’s time goes to the clinical judgment: is the falls intervention right for this resident, is the nutrition plan adequate, does the family’s request change anything. The RN still owns the plan and the sign-off. Capacity moves from typing to deciding, not out the door.

The draft is only as current as the documents it reads. If the medication chart predates a Webster-pack change, or the handover misses an overnight event, the draft reflects the stale picture — confidently. It works best triggered off a fresh clinical event (a post-fall review, a weight-loss alert) with the relevant attachments dated and attached, not run against a record nobody has touched in weeks.

That is a design decision we make with you, not a default. The pattern is built to run against your own clinical records with a private retrieval layer, so resident data stays within your environment rather than being posted to a public chatbot. Aged-care records carry obligations under the Privacy Act and the Aged Care Act, so the data path, retention and access are scoped explicitly as part of the build. The demo here runs on fabricated data; Margaret Whitlock is not a real resident.

The reportable-incident obligation under the Serious Incident Response Scheme sits with the provider and the clinician, and the draft does not change that — a fall is reportable on its own criteria regardless of how the plan was written. Because the RN reviews and signs off before anything is recorded, the audit trail shows a human decision, and the source attribution on each line makes that review faster to evidence under the Strengthened Aged Care Quality Standards regulated by the Aged Care Quality and Safety Commission.

What it takes to build

3–4 weeks · 4 phases

Reused from template~70%

Bespoke to this skin~30%

stack · Claude · private retrieval · review UI

What it would cost

Fixed scope, fixed price, fixed dates.

Bite-sized first piece

One contained change, low risk

Pilot build

Most builds land here

Embedded support

Scale on proof

Considering this for your facility?

The honest place to start is a bite-sized first piece — one contained change, low risk. Tell us where it hurts; we'll play it back, scope it, and show you what's possible.

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