A Clinician's Guide to the Safe and Ethical Implementation of AI Tools in Australia

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Oct 5, 2025

6

min read

Medically Reviewed

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Consider the full journey a patient takes when they need to see their GP. It begins with a decision to make an appointment, which requires finding the practice phone number, calling during business hours, waiting on hold or leaving a voicemail, and then hoping for a callback. If they get through, they book a time, receive directions, and arrive at the practice where they fill out a paper form or tap through a check-in kiosk. They wait, possibly beyond their scheduled time, before being called into the consultation room. After the consult they queue at the counter to pay, receive a printed receipt, and are told to book a follow-up if needed. In the days that follow they may receive a paper referral or a prescription that requires a second visit to collect. At no single point is the process broken, but at almost every point there is a small friction that collectively makes the experience feel harder than it needs to be.

The concept of friction is well understood in consumer industries. Retailers, banks and airlines invest heavily in removing every unnecessary step from their customer journeys because they know that each point of friction reduces satisfaction and increases the likelihood that the customer will choose a competitor next time. Healthcare has been slower to apply this logic, partly because patients have historically had limited choice and partly because the complexity of clinical workflows makes friction harder to identify and eliminate.

This article maps the friction points across the typical Australian general practice patient journey and examines how AI and platform integration can remove them systematically. The goal is not to digitise everything for its own sake, but to identify which steps add genuine value and which steps exist only because the systems supporting them were never designed to work together.

Booking as the First and Most Visible Friction Point

The booking process is often the first interaction a patient has with a practice, and it sets the tone for everything that follows. In most Australian practices, booking requires the patient to call during business hours, navigate the front desk’s busy schedule, and coordinate their own availability with the practice’s. If the line is engaged or the receptionist is occupied, the patient waits or leaves a message and the process stretches from a single interaction into a multi-hour or multi-day exchange. The friction at this stage is so common that patients have learned to expect it, but that does not mean it is harmless.

A patient who cannot book easily is a patient who may not book at all, and every missed booking is a missed opportunity for both care and revenue. Research from the Journal of Medical Internet Research has shown that patients who encounter friction in the booking process are significantly more likely to delay care, use emergency departments for non-urgent conditions, or switch to a practice that offers more convenient access. The cost of booking friction is not limited to the administrative time it consumes; it includes the clinical cost of delayed care and the business cost of patient attrition.

Removing this friction requires giving patients a way to book that does not depend on the availability of a human receptionist. AI telephony systems such as MediQo’s CALLA allow patients to call at any hour, speak naturally about their needs, and be booked into the live schedule without waiting on hold or leaving a message. The friction of the booking step collapses from a multi-hour process with uncertain outcomes to a single interaction that takes less than two minutes, completed at the patient’s convenience rather than the practice’s.

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Try MediQo

AI Phone Receptionists today

Book a demo

Try MediQo

AI Phone Receptionists today

Book a demo

Check-In and the Waiting Experience

Once the patient arrives at the practice, the friction shifts from access to process. The check-in step typically requires the patient to confirm their details, update their Medicare information, complete any outstanding forms, and signal their arrival to the front desk. In many practices this is still a paper-based process that duplicates information already held in the patient record, and it creates a bottleneck at the front counter as patients queue to complete what should be a fast, routine step.

Digital check-in solutions reduce this friction significantly by allowing patients to confirm their arrival through a mobile device or a self-service kiosk, with their details prepopulated from the existing record. The front desk is alerted automatically, the patient record is updated in real time, and the queue that used to form at the counter dissolves. The patient moves from arrival to waiting in a matter of seconds rather than minutes, and the front desk team is freed from a data-entry task that added no value to the patient’s experience.

The waiting room itself is a friction point that practices often overlook. Patients who wait beyond their scheduled appointment time experience a decline in satisfaction that no amount of clinical quality can fully offset. Connected workflows that give the clinical team visibility into the day’s schedule and the ability to communicate delays to waiting patients reduce the frustration of waiting without necessarily reducing the wait itself. The perception of friction is shaped as much by information and communication as by the actual duration of the wait.

Expert Tips

"I often ask practice owners to map out every step of their patient journey from the moment someone decides to book an appointment to the moment the claim is submitted. Almost nobody has actually done this exercise, and when they do, they are shocked by how many steps their patients and staff have to navigate. Each one of those steps is friction, and friction accumulates. The practices that thrive are not the ones with the most impressive technology; they are the ones that have looked honestly at every step of their process and asked whether each one is necessary." — Arash Zohuri, CEO, MediQo

The Consultation: Where Clinical Friction Meets Administrative Friction

The consultation itself contains some of the most consequential friction in the patient journey, though it is rarely recognised as such. The clinician spends the first minutes of every consult gathering context that could have been captured earlier, the middle minutes documenting what is happening in real time rather than focusing on the patient, and the final minutes managing the administrative requirements of the visit rather than the clinical content. Each of these is a form of friction that reduces the time and attention available for the clinical work that only a human can do.

Ambient AI scribing removes the documentation friction almost entirely. The MediQo Clinical Assistant listens to the consultation and generates a structured clinical note in real time, allowing the clinician to focus on the patient rather than the screen. The note is completed before the patient leaves the room, accurate to the conversation that just occurred, and ready for both the clinical record and the downstream billing process. The friction of post-consult documentation — the backlog of notes that keeps clinicians at their desks long after their last patient has left — is eliminated at its source.

The benefit extends beyond the clinician’s experience. When documentation is complete and accurate at the point of care, the administrative steps that depend on it — billing, referrals, care plans, patient communication — can proceed immediately rather than waiting for the clinician to finish their notes hours or days later. The consultation becomes the engine of the practice’s workflow rather than a bottleneck that everything else must queue behind.

Key Takeaways

Friction points at every stage of the patient journey — booking, check-in, waiting, consultation, billing, follow-up — erode experience and waste capacity.

Each friction point has a measurable cost in staff time, patient satisfaction and revenue leakage that most practices never quantify.

AI and platform integration remove friction by automating routine steps and connecting systems that currently operate in isolation.

Practices that systematically eliminate friction gain a competitive advantage through better patient experience and lower operational costs.

Consider the full journey a patient takes when they need to see their GP. It begins with a decision to make an appointment, which requires finding the practice phone number, calling during business hours, waiting on hold or leaving a voicemail, and then hoping for a callback. If they get through, they book a time, receive directions, and arrive at the practice where they fill out a paper form or tap through a check-in kiosk. They wait, possibly beyond their scheduled time, before being called into the consultation room. After the consult they queue at the counter to pay, receive a printed receipt, and are told to book a follow-up if needed. In the days that follow they may receive a paper referral or a prescription that requires a second visit to collect. At no single point is the process broken, but at almost every point there is a small friction that collectively makes the experience feel harder than it needs to be.

The concept of friction is well understood in consumer industries. Retailers, banks and airlines invest heavily in removing every unnecessary step from their customer journeys because they know that each point of friction reduces satisfaction and increases the likelihood that the customer will choose a competitor next time. Healthcare has been slower to apply this logic, partly because patients have historically had limited choice and partly because the complexity of clinical workflows makes friction harder to identify and eliminate.

This article maps the friction points across the typical Australian general practice patient journey and examines how AI and platform integration can remove them systematically. The goal is not to digitise everything for its own sake, but to identify which steps add genuine value and which steps exist only because the systems supporting them were never designed to work together.

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