AI Scribes for GPs: Helpful Tool or Overhyped Distraction?

AI scribes are everywhere right now.

Every week there’s a new platform promising to:

save hours of admin
eliminate after-hours typing
increase patient volume
and “revolutionise” general practice

But what’s the reality for a GP managing:

multi-morbidity
chronic disease
complex mental health
psychosocial stress
elderly patients with polypharmacy

Here’s my honest take as a GP doing high-volume, real-world consultations.

Do AI Scribes Actually Save Time?

Short answer: sometimes.

Long answer: it depends on the complexity of the consult.

For simple consults — scripts, URTI, quick follow-ups — an AI scribe often does not save time.
You still have to review, edit, and structure the output.

But in complex visits — chronic disease reviews, Mental Health Care Plans, 75+ assessments — it can save 5–10 minutes per consult.

And over a full clinic list, that matters.

One GP in a recent interview described it well:

“It just streamlines the work. It's good for the patient because I'm concentrating on them.”

That’s where AI scribes shine — not by replacing thinking, but by reducing typing.

The Type of Consult Where AI Scribes Help Most

AI scribes are most useful when the visit includes:

3–5 chronic conditions
medication reconciliation
functional decline
psychosocial complexity
lifestyle counselling
Medicare documentation requirements

For example:

GP Management Plans (721/732)
Mental Health Care Plans (2715/2717)
Elderly patients with falls risk, cognition issues, and polypharmacy

The more structured the documentation requirement, the more value AI can provide.

The more complex the patient, the greater the potential time saving.

The Biggest Frustrations with AI Scribes

They are not magic.

Three main issues remain:

1️⃣ Hallucinations and Missing Negatives

AI sometimes:

invents details
omits important negatives
over-interprets symptoms

Which means editing is still essential.

As one GP explained:

“The doctor really needs to turn their mind to it and look at them more as suggestions than the answer.”

AI scribes should be treated as drafting assistants, not clinical authorities.

2️⃣ Poor Medicare Structure

Most AI scribes produce transcripts.

But Medicare billing requires structure.

For chronic disease and mental health, documentation needs:

clearly defined problems
measurable goals
referrals
review plans
structured headings

If I spend 5 minutes reorganising a transcript into a GPCCMP format, I lose the efficiency.

Transcription is not the same as structured clinical workflow.

The need for clear documentation standards aligns with guidance from the
RACGP Digital Health Resources, which emphasise governance, safety, and proper clinical documentation when adopting new technologies.

3️⃣ Privacy and Data Storage Concerns

Privacy is not optional in healthcare.

We are dealing with:

trauma disclosures
psychiatric histories
family conflict
financial stress
domestic violence

One expert in the same discussion said:

“There's always some element of risk when you're dealing with digital data, and you can't really see exactly where it goes.”

That’s a fair concern.

In Australia, health information is classified as sensitive information under the
Australian Privacy Principles (Office of the Australian Information Commissioner), requiring strict handling, storage, and breach notification standards.

Digital clinical tools should also align with national frameworks from the
Australian Digital Health Agency, particularly regarding secure data storage, interoperability, and system governance.

Any AI scribe used in clinical practice must have:

clear deletion policies
transparent storage location
encryption standards
no identifiable data training
GP-controlled deletion

Doctors need clarity — not vague reassurances.

How I Actually Use an AI Scribe in Practice

My workflow is simple:

Record the consultation
Let the AI draft notes
Review immediately after the patient leaves
Edit for accuracy and structure
Transfer into EMR

I never rely on it live for clinical reasoning.

It’s a drafting tool.

It does not think for me.

It helps me avoid retyping what I just said.

Where AI Scribes Truly Add Value

The biggest benefit appears in:

Multi-problem chronic disease consults
Mental health care plans with psychosocial complexity
Elderly care with functional decline
GPCCMP reviews with structured goal tracking

Australia’s chronic disease burden continues to rise, as documented by the
Australian Institute of Health and Welfare, making structured and comprehensive documentation increasingly important in general practice.

When managing diabetes, IHD, osteoarthritis, depression, and social stress in one visit — structured drafting helps.

When documenting trauma-informed mental health plans — structured prompts reduce omissions.

When reviewing elderly patients with 10 medications — capturing everything accurately matters.

In those settings, AI can genuinely support clinical workflow.

What AI Should Never Replace

AI must never replace clinical judgement.

It can:

suggest structure
draft summaries
offer prompts

But it cannot:

make decisions
replace diagnostic reasoning
remove clinician responsibility

Junior doctors may be tempted to over-trust it.

Experienced clinicians use it as support — not authority.

AI Scribe vs AI Care Partner

There is a difference.

An AI scribe transcribes.

A more advanced system should:

structure GPCCMP automatically
generate SMART goals
organise problems clearly
track 3 months + 1 day review cycles
separate mental health from physical health plans
reduce editing to under 2–3 minutes

The future isn’t just transcription.

It’s structured care support.

So… Are AI Scribes Worth It?

If you expect them to eliminate documentation entirely — no.

If you expect them to reduce typing in complex consults — yes.

They are most valuable for GPs managing:

chronic disease
mental health
psychosocial complexity
elderly multi-morbidity

They are less useful for simple acute care visits.

Used correctly, they:

reduce cognitive load
protect documentation quality
support structured care planning
free mental space for patient interaction

And that is the real benefit.

🎁 Offer

If you want to see what a structured AI care workflow looks like — beyond simple transcription — you can try it for yourself.

Caredevo is designed around:

Australian Medicare structure
chronic disease workflows
mental health documentation
GPCCMP and MHCP automation
goal tracking and review cycles