The Evolving World of FM

Yet the demands placed on facility teams continue growing. Leaders expect stronger outcomes across energy performance, compliance and occupant experience, all at once. While teams can rise to the challenge, working with disconnected data and complex decisions creates constant strain and limited visibility.

To respond to growing demands, FMs need a more strategic partnership with technology. A new model is emerging; one that blends human judgment with analytics and connected insights. This model is further strengthened by managed services that extend operational capabilities. Together, these capabilities bring greater clarity, enable more coordinated action and support confident decision-making.

How AI & human intelligence work together

At the core of this shift is a new operating model that brings AI-driven technology and human expertise together. As facility operations become more complex, FM’s role is evolving alongside them.

AI supports scale, speed and the ability to frequently analyze patterns across vast portfolios of data. Command centers staffed with experts add context, operational experience and strategic judgment enabling translation of insights into meaningful action. Together, when deployed as a managed service, they create greater operational clarity and more informed decision-making.

This partnership transforms how teams operate day to day. Time spent on collecting and analyzing data is reduced, freeing capacity for prioritization and strategic decisions. Predictive intelligence helps anticipate issues, while expert oversight validates actions and guides execution. Technicians receive more targeted direction, and leadership gains clearer visibility into performance.

The result is FMs that are better supported, more proactive and informed.

This model comes to life across the everyday challenges FM teams face.

1. Too many manual checks & fragmented visibility

The issue is not simply access to information; it is the time and effort required to make sense of it. Alarms, readings, reports, emails, spreadsheets and vendor updates create a constant stream of data. Industry studies indicate that maintenance teams typically spend only 30-35 percent of their time on hands-on work, which means the majority of time is consumed by indirect activities such as searching for information, waiting and coordination. Before action can begin, valuable time is spent interpreting this data and identifying what truly requires attention.

Once the relevant data is identified, the next challenge is making sense of it at scale. With data spread across platforms and spreadsheets, the challenge is turning it into a clear, actionable view. A unified enterprise operations view brings visibility across sites, while asset inventory and health insights provide a deeper understanding of performance. Outlier identification helps surface emerging issues early, so teams can spend less time aligning data and more time resolving issues.

FMs can address this by leveraging a managed service that combines an AI- and IoT-enabled platform with a centralized command center. This integrated approach is designed to regularly analyze data across locations to identify patterns and prioritize action. It can help remote issue resolution where possible and, when on-site intervention is required, help triage asset issues, generate work orders within existing CMMS platforms, and suppress redundant alarms. In parallel, it helps optimize asset and space utilization until service is completed — reducing disruption without adding to the facility manager’s workload.

2. Unclear escalations & slow ownership

When equipment shows signs of trouble, the response chain activates instantly. Service desks look for diagnostic direction, technicians need operational clarity, operations teams assess impact, and leadership seeks assurance. While everyone is aligned toward the outcome, the absence of synchronized information slows coordination and introduces uncertainty — especially across large, multisite portfolios where this cycle repeats continuously.

A unified source of information can bring structure to this process, aligning teams through shared, reliable insight and enabling faster, more coordinated decisions at every step.

FMs can leverage a connected, AI- and IoT-enabled platform designed to regularly ingest near real-time alarms, asset performance data and operational context across the portfolio. The platform is designed to correlate events, prioritize issues based on impact and generate actionable work orders within existing CMMS systems. This helps ensure that the right issues are prioritized first, ownership is more clearly defined, and escalation paths are streamlined.

By combining analytic alerting, asset health insights and automated workflows, escalation becomes a more structured, data-driven process, which can reduce response times while maintaining alignment with mission-critical priorities.

3. Reactive maintenance & endless fix-when-it-breaks cycles

Even with better visibility and prioritization, execution often remains reactive. Across many facilities, unplanned failures continue to disrupt operations. Research shows that reactive maintenance can typically lead to higher long-term costs and increased unplanned downtime, while planned approaches can reduce maintenance costs by 12-18 percent.

In some cases, technicians are dispatched only to encounter unexpected issues, such as a lack of necessary parts, leading to repeat visits. This creates a cycle that consumes valuable time, manpower and resources. Improving first-time fix rates becomes critical to breaking this pattern.

Predictive intelligence helps address this challenge by equipping teams with the right information before they arrive on site. Continuous monitoring and portfolio-wide insights help show early signs of asset performance drift, whether through unusual cycling, airflow imbalances, vibration anomalies or temperature deviations. With this foresight, technicians can arrive prepared with the right context, recommended actions and necessary parts, reducing repeat visits and improving first-time fix rates.

This approach aligns with broader research in predictive maintenance, which shows improved reliability, reduced downtime and better operational efficiency through data-driven decision-making, ultimately shifting maintenance from reactive to proactive.

4. Compliance & reporting support

Facility teams should maintain accurate records, verify task completion and produce documentation across sites. These expectations rely on consistent, structured data. Fragmented information can lead to more time spent on gathering, validating and reconciling supporting information.

Although final compliance remains the responsibility of the facility owner or operator, a connected digital platform can support this task by making information reporting accessible. By centralizing data, automating logs and maintaining structured activity trails, it enables FM teams to access ready, audit-supporting reports on demand, reducing the need for manual compilation and helping with consistency across sites.

Managed services can further strengthen this foundation by providing program governance, organizing information to support compliance requirements, helping standardize across the portfolio, and delivering in the format and frequency needed. Together, the platform and service model embed audit readiness into daily operations rather than treating it as a periodic task.

5. Rising sustainability targets, limited time

Performance expectations are also expanding. Stakeholders expect tangible reductions in consumption and better sustainability, and real-time visibility into usage patterns and system behavior can help meet these expectations.

Managed services bring clarity and control to this challenge. Through regular monitoring of consumption patterns and system performance, they enable the identification of opportunities to reduce waste and optimize output. Supported by predictive analytics, hidden inefficiencies are found earlier, helping FM teams lower costs while advancing sustainability goals.

A connected platform enables this shift by delivering a unified enterprise operations view, bringing portfolio-wide visibility into a single, coherent perspective. With centralized command center expertise aligned to corporate governance, and CMMS integration enabling smarter, more responsive work orders, teams can move from reactive coordination to intelligent execution.

As expectations continue to rise, FMs need systems that simplify complexity while strengthening their ability to act. Modern connected solutions are designed to do exactly that — bringing foresight, operational effectiveness and greater confidence to FM.