Artificial intelligence can help healthcare facilities teams surface critical information hidden in thousands of maintenance reports, supporting earlier action, more reliable infrastructure and continuity of care.

A patient arriving at hospital sees clinicians, medical equipment and treatment spaces. What they do not see is the complex network of infrastructure working behind the scenes to support their care.

Power, ventilation, lifts, sterilisation equipment and other essential assets all need to be available, compliant and reliable.

For the facilities teams responsible for this infrastructure, one of the challenges to run predictive maintenance plans is not necessarily a lack of information, it is finding the information that matters among the thousands of maintenance and service reports generated across complex healthcare environments.

This was the focus of Ventia General Manager Local Government and Health Jeff Kennedy’s presentation at the ACHSM Asia-Pacific Health Leadership Congress 2026, exploring how artificial intelligence (AI) can help turn maintenance information into earlier insight and action.

Finding the information that matters

During routine maintenance, a technician may identify corrosion, deterioration, an emerging fault or outdated asset information .The finding is recorded, often within a service report attached to a work order. But when large volumes of reports arrive in different formats, using different terminology and asset identifiers, important information can be difficult to identify and review quickly.

If an emerging issue is not identified and addressed, an essential asset may eventually become unavailable, potentially affecting hospital operations, capacity or patient flow. In a hospital environment, that matters.

AI-assisted document intelligence provides an opportunity to help facilities teams work through this volume of information and move to predictive asset management approach that significantly limits unplanned stoppages or infrastructure failure. 

Rather than replacing technical expertise, the technology can help extract and structure relevant information from service reports, including asset details, test results, observations and follow-up requirements. The original report remains available, allowing facilities teams, asset managers and engineers to review the evidence and determine the appropriate response.

As Jeff explained at ACHSM:

Over time, structured information can also help identify recurring defects and changes in asset condition, supporting more informed maintenance, lifecycle and investment decisions. 

For healthcare providers, the benefit is more reliable infrastructure and a reduced risk of avoidable disruption. For patients, that infrastructure is largely invisible, but it plays an important role in supporting the environments in which care is delivered.

Supporting healthcare behind the scenes

Ventia has more than 20 years’ experience working with public and private healthcare organisations across Australia and New Zealand, providing services spanning facilities management, maintenance, asset lifecycle management, operational services, digital infrastructure and data-informed planning.

Today, Ventia’s health portfolio supports 14 major hospitals, 74 additional medical facilities and more than 6,000 beds.

That experience includes complex live healthcare environments such as Austin Health in Victoria and Royal North Shore Hospital and Northern Beaches Hospital in New South Wales, where facilities and maintenance activities need to be carefully planned around the ongoing delivery of healthcare services.

 
Learn more about how Ventia supports healthcare organisations across Australia and New Zealand through facilities management, asset management and technology.