Emergency department rostering has become one of the most quietly difficult operational challenges in Australian public hospitals.
What was once manageable using spreadsheets and generic workforce systems is increasingly struggling to keep pace with the reality and complexity of modern emergency care.
Multiple models of care, expanding training requirements, fatigue management, fairness considerations, and constant change mean many emergency departments are now asking a practical question: are the tools we’re using still fit for purpose?
In emergency settings, rostering isn’t simply an administrative task. It forms part of the operational infrastructure that supports patient care, clinician wellbeing, and service sustainability. When rostering systems no longer reflect clinical reality, the consequences are felt quickly and often personally by the people working on the front line of care.
Using Maitland Hospital Emergency Department as a real-world example, this article explores why emergency department rostering has outgrown manual and generic approaches, how complexity often ends up landing on people, and why AI-supported, ED-specific rostering software is emerging as a practical and transformative response.
Emergency departments bring together a level of complexity that few other clinical settings face.
Maitland Hospital Emergency Department is a level 4 district hospital within Hunter New England LHD, serving a rapidly growing population in regional New South Wales. In 2024–25, the department managed around 56,000 presentations. Doctors work 10-hour shifts, with nine clinicians rostered to day shifts, 10 to evening shifts, and four to overnight shifts, across five distinct models of care: acute beds, fast track, paediatrics, early treatment zones, and a short-stay unit.
The workforce itself is equally complex. Interns, RMOs, senior RMOs, ACEM trainees, career medical officers, GP trainees, nurse practitioners, and ACEM consultants all work within the department. Each group has specific educational, supervisory, and non-clinical requirements that must be accurately reflected in the roster.
Layered on top of this are the realities of emergency medicine:
None of these constraints is optional. They exist to protect patients, clinicians, and training pathways. Together, they make emergency department rostering uniquely hard to manage.
As Dr Brendan Sullohern, Hunter New England LHD, explains:
“Our rostering is complex because we have multiple models of care running at once, and different groups of doctors with very specific training and non-clinical requirements that all need to be factored in.”
In many emergency departments, rosters have traditionally been built using Excel spreadsheets or generic workforce systems. For a long time, this approach was workable.
At Maitland Hospital ED, rosters were manually written in Excel and emailed out to staff. Two emergency specialists were responsible for building each 12–13-week roster, investing significant time to balance service needs, training requirements, and fairness across the team.
“Manually writing the roster was labour-intensive,” says Dr Sullohern. “It was challenging to ensure equity while also meeting ACEM training requirements, particularly around education, supervision, and study leave.”
As EDs grow in size and complexity, the limitations of these tools become increasingly visible. Version control becomes fragile once rosters are emailed out. Changes such as shift swaps or unplanned leave may not be reflected in the version visible to all users, leading to confusion and miscommunication.
Generic rostering systems often face similar issues. Many are built around static patterns or assumptions that don’t reflect the dynamic, interconnected nature of emergency departments. They can manage parts of the problem, but not the interaction between dozens of constraints changing in real time.
This isn’t a failure of clinicians or managers. It’s a mismatch between tools and the environment they are being asked to support.
When systems can’t absorb complexity, people do.
Senior clinicians often spend significant time checking rosters for fairness, correcting imbalances, managing leave manually, and resolving confusion around changes. Over time, this creates an ongoing administrative and cognitive burden, frequently carried by the same small group of people.
“We were also experiencing problems maintaining an accurate, up-to-date version of the roster,” Dr Sullohern said. “Frequently, changes such as shift swaps or unplanned leave weren’t updated in the version visible to everyone, which caused confusion.”
Even with the best intentions, perceived inequity around weekends or night shifts can erode trust if the logic behind rostering decisions isn’t visible. Training and supervision requirements add another layer of manual checking, increasing the risk that something is missed.
This is where purpose-built emergency department rostering software comes into play.
ED-specific, AI-supported rostering software is designed to replace manual spreadsheets and generic systems by embedding clinical, training, and fairness rules directly into the software itself. Rather than relying on rigid patterns or repeated manual adjustments, these rules are applied consistently every time a roster is built or refined.
The software does the heavy lifting: managing thousands of possible combinations, enforcing sequencing rules, balancing workloads, and adapting as conditions change. Human oversight remains essential, but it shifts from constant manual correction to review and refinement.
HosPortal is an Australian rostering software provider specialising in complex hospital environments, including emergency departments. Founded and led by a practising senior anaesthetist, its approach is shaped by firsthand experience of clinical workflows, fatigue management, and hospital operations. That clinician-led perspective has informed the development of AI-supported rostering solutions across a range of emergency department settings.
Maitland Hospital Emergency Department went live with HosPortal’s AI-supported rostering software in March 2024. The transition was deliberately planned and staged, reflecting the careful, closely managed process required in a high-acuity clinical environment.
Rather than switching on everything at once, the team initially transcribed an existing roster into the system. Automation was then introduced progressively as familiarity and confidence with the new system grew, moving from manual builds to templates, patterns, and eventually AI-assisted roster generation.
While the department was keen to realise the efficiency gains of AI-supported rostering, the rollout was intentionally incremental. This supported clinical governance, staff confidence, and continuity of care.
Since implementation, the department has moved to a single, accurate, real-time roster visible to all users. Miscommunication around swaps and unplanned leave has reduced, roster writing has become more efficient, and doctors can request leave and pick up overtime through a transparent, shared system.
Drawing on insights gained from working with emergency department leaders over many years, HosPortal founder and practising senior anaesthetist Dr Chris Jones often sees the same questions arise when departments begin evaluating rostering solutions.
“In practice, a few practical considerations matter far more than technology feature lists,” Dr Jones says.
For emergency department leaders, those considerations include:
Rostering software should absorb complexity, not transfer it onto already stretched people.
Emergency department rostering challenges are rarely about effort or intent. They’re about fit.
As emergency departments become more complex, the tools used to support them must evolve as well. ED-specific, AI-supported rostering software can reduce friction, improve transparency, and support sustainable workforce practices over time.
For a more detailed look at Maitland Hospital Emergency Department’s transition to AI-supported rostering, read the Maitland Hospital ED case study [link].
To learn more about transitioning to AI-supported emergency department rostering, contact the HosPortal team to learn more.
HosPortal is an Australian, clinician-founded workforce planning and rostering software provider. Led by a practising senior anaesthetist, HosPortal was developed in response to firsthand experience of the clinical, operational, and human complexity of hospital rostering.
In emergency departments, HosPortal supports rostering across multiple models of care, complex shift patterns, training and supervision requirements, fatigue management, and fairness considerations. Its AI-supported, rules-based approach is designed to reflect the realities of emergency medicine, helping departments manage complexity at scale while maintaining transparency, equity, and clinical governance.