The AI tool senses issues, decides actions, and continuously improves asset performance to support transition toward human-centric autonomous buildings.
At a glance
Who: Siemens Smart Infrastructure.
What: Siemens is launching an artificial intelligence-powered managed service to drive autonomous building operations.
Why: To sense issues, decide actions, and continuously improve asset performance and support the transition toward human-centric autonomous buildings.
When: Asset Performance Advanced is now integrated within the Siemens Building X ecosystem.
Siemens Smart Infrastructure is launching an artificial intelligence-powered managed service to drive autonomous building operations.
Asset Performance Advanced is designed to sense issues, decide actions, and continuously improves asset performance.
The service combines an integrated predictive failure mode classification with advanced fault detection and diagnosis (FDD) and helps customers across industries optimise operations, improve energy performance, and enhance occupant comfort. It brings together predictive intelligence, prescriptive AI, and expert-guided actions to support the transition toward human-centric autonomous buildings.
The solution is built on three core capabilities: predictive, prescriptive, and workflow. It identifies root causes of performance issues, recommends high impact actions to address them, and enables automated, optimised execution across teams.
“As buildings become more complex and data-rich, the challenge is no longer visibility but translating insights into meaningful impact”
Unlike analytics-only solutions, Asset Performance Advanced not only detects issues but also operationalises response – combining AI-assisted recommendations, standardised resolution playbooks, and integrated workflows that route tasks to the right teams, supported by Siemens Digital Service Centres. This ensures that insights consistently translate into measurable outcomes.
Asset Performance Advanced is designed for industries where uptime and operational reliability are critical – including healthcare, higher education, and commercial real estate – and is supported by intuitive dashboards and expert-led reporting. Healthcare facilities operating around the clock can detect issues early and maintain compliance in critical environments such as operating rooms and patient care areas. Higher education institutions gain portfolio-wide visibility to proactively manage assets across distributed campuses. Commercial real estate owners can improve comfort consistency, meet energy and ESG targets, and enhance both tenant satisfaction and asset value.
“As buildings become more complex and data-rich, the challenge is no longer visibility but translating insights into meaningful impact,” said Brad Haeberle, senior vice president of services at Siemens Smart Infrastructure Buildings.
“At Siemens, our vision is to create human-centric autonomous buildings that continuously adapt to the needs of their occupants while optimising performance in the background. With Asset Performance Advanced, we are closing the loop between detection, decision, and execution by combining AI, domain expertise, and service delivery to enable more resilient, responsive, and sustainable building operations.”
Traditional reactive maintenance can cost three to five times more than planned or predictive approaches, often leading to emergency repairs, service disruptions, and occupant dissatisfaction. Asset Performance Advanced moves beyond rule- and alarm-based monitoring by prioritising issues based on their impact on comfort, energy, and uptime.
By leveraging advanced analytics to continuously monitor heating, ventilation, and air conditioning (HVAC) systems and building automation devices, the service enables early detection – before alarms are triggered – while helping teams focus on the highest-value actions.
AI-assisted recommendations further extend beyond traditional guidance by determining and initiating optimal workflows. Through standardised resolution playbooks and recurring performance reviews, the service continuously optimises building portfolios and closes the operational loop – shifting from reactive responses to proactive, outcome-driven decision-making. The service also connects insights directly to execution through integrated digital workflows delivered via the Siemens Customer Interaction Portal. Issues are automatically prioritised and routed to the appropriate teams – whether in-house or to Siemens Digital Service Centres – enabling customers to act faster and more efficiently with fewer resources.
Asset Performance Advanced is integrated within the Siemens Building X ecosystem, a digital building platform that supports customers to digitalise, manage, and optimise their building operations.