6 Facility Management Trends That Dominated NFMT East 2026

Walking the floor of NFMT East this week in Charlotte, N.C., I heard two very different conversations happening at the same time. At vendor booths, the conversation was about technology — AI, IoT sensors, smart buildings and automation. But in the hallways between sessions, the conversation was very different. Facility managers talked about technician shortages. Aging equipment. Maintenance backlogs that grow faster than budgets.

Both conversations are real. And both are shaping the future of facility management. I spent several days at NFMT East speaking with facility leaders who manage hospitals, universities and manufacturing plants. What stood out wasn’t just the technology being showcased — it was how teams are trying to apply these ideas to real operations.

Here are six facility management trends that kept coming up again and again — and what they actually mean for teams responsible for keeping buildings running.

1. AI & Predictive Maintenance Are Finally Moving Beyond Hype

Predictive maintenance was everywhere on the expo floor. Sensors monitoring vibration. Platforms detecting anomalies. AI models predicting failures.

The pitch is compelling: Equipment tells you when it’s about to fail, and maintenance teams fix it before downtime happens. But when I spoke with facility managers, the conversation quickly became more practical.

The question they’re asking isn’t, “Does predictive maintenance work?” It’s, “Will this actually reduce my team’s workload — or just generate more alerts?”

Predictive maintenance is powerful but only if it fits into existing workflows. The most promising tools I saw weren’t just detecting problems — they were automatically turning those insights into actionable maintenance tasks.

Some systems now:

• Automatically create work orders when anomalies appear
• Integrate directly with CMMS platforms
• Use edge devices to analyze equipment data locally

That last piece matters. If a sensor can identify a failing bearing on an air handler before it triggers a shutdown, you prevent a crisis.

What this means for facility teams: Predictive maintenance isn’t replacing preventive maintenance anytime soon. The teams getting the most value are combining the two. Predictive tools identify high-risk failures, while preventive maintenance continues to handle routine servicing.

In other words: The goal isn’t fewer work orders. It’s better ones.

2. Energy & Decarbonization Are No Longer Optional

Another major theme at NFMT East was building decarbonization. For many facility managers, sustainability used to be a long-term goal. Today, it’s quickly becoming a compliance requirement.

Cities across the U.S. are introducing building performance standards that require large buildings to track and reduce emissions. That means facility teams are now responsible for metrics like:

• Energy benchmarking
• Scope 1 and Scope 2 emissions
• Electrification planning

What this means for facility teams: Energy performance is becoming an operational metric, just like equipment downtime. That means facilities teams need better visibility into how building systems are performing — not just when they break.

Maintenance teams are increasingly working alongside energy managers to track performance, optimize equipment and reduce waste. The buildings that succeed in this new environment will be the ones where maintenance data and energy data live in the same system.

3. Smart Buildings Are Growing Up

Smart building technology dominated the expo floor. Sensors for occupancy. IoT monitoring for equipment health. Platforms promising digital twins of entire facilities.

But the conversation around smart buildings has changed. Five years ago, the focus was on possibilities. Today, facility leaders are asking one simple question, “What’s the ROI?”

Many organizations have already invested in building automation systems, and the challenge now is integrating newer technologies with older infrastructure. I spoke with several facility teams that are dealing with a familiar problem: dozens of disconnected systems producing data that no one has time to interpret.

What this means for facility teams: Smart buildings only work when the data leads to action. If sensors identify problems but technicians can’t easily see or respond to them, the technology doesn’t deliver value. The most successful implementations I’ve seen share three characteristics:

• Data is centralized
• Alerts translate into maintenance tasks
• Technicians can access information from the field

In short, technology doesn’t make buildings smarter. Better workflows do.

4. Indoor Air Quality Is Still Front of Mind

One topic that continues to surface at facility management conferences is indoor air quality. Even years after the pandemic, organizations remain focused on creating healthier building environments.

At NFMT East, several sessions covered:

• Continuous IAQ monitoring
• MERV-13 and higher filtration upgrades
• Balancing ventilation and energy efficiency

But the reason IAQ matters has expanded. It’s no longer just about health. Facility leaders are increasingly connecting air quality to employee productivity, tenant satisfaction and even legal liability.

What this means for facility teams: Indoor air quality is becoming part of routine maintenance. Sensors can monitor CO₂ levels and particulate matter, but those insights only matter if someone acts on them. That means maintenance teams need clear processes for responding to IAQ alerts — whether that’s adjusting airflow, replacing filters or inspecting equipment.

The buildings that maintain consistent IAQ standards are usually the ones with disciplined preventive maintenance programs.

5. Deferred Maintenance Is the Elephant in the Room

If there was one issue every facility manager agreed on at NFMT East, it was this: Maintenance backlogs are growing. Many organizations are operating buildings with aging infrastructure while capital budgets remain tight.

That leads to difficult decisions. Do you replace a rooftop unit now or push it another year? Do you prioritize roof repairs or electrical upgrades?

Let’s be clear, though: Facilities managers know what needs to be replaced. The problem is proving it. 

What this means for facility teams: Maintenance data is becoming critical for capital planning. When facility leaders can show repair frequency, equipment downtime and maintenance costs over time, it becomes much easier to justify replacement projects.

Without that data, capital requests often look like guesses. The best facility teams are using maintenance history to build evidence-based capital plans.

6. Workforce Shortages Aren’t Going Away

The final trend that came up repeatedly at NFMT East was staffing. Many experienced technicians are approaching retirement, while fewer young workers are entering the trades.

This is a common problem across several industries, and it leaves facility leaders facing a difficult reality. The amount of work isn’t decreasing — but the number of people available to do it is.

Several facility managers told me they’re focusing heavily on improving technician productivity. That includes cross-training employees, simplifying maintenance workflows and digitizing work orders and procedures.

What this means for facility teams: Technology won’t replace skilled technicians. But it can help teams work more efficiently. Mobile maintenance platforms, for example, allow technicians to:

• Access asset histories instantly
• View standard operating procedures in the field
• Complete work orders without paperwork

That reduces administrative friction and allows technicians to focus on what they do best — fixing equipment. When staffing is tight, even small efficiency gains add up quickly.

The Big Takeaway From NFMT East

After spending several days speaking with facility leaders, one thing became clear. Facility management is becoming more complex — but also more strategic.

Today’s teams aren’t just fixing equipment. They’re managing:

• Energy performance
• Building health
• Infrastructure investments
• Workforce productivity

CMMS software and other technologies will play a big role in solving these challenges. But the teams that succeed won’t just adopt new tools. They’ll build systems that turn information into action.

Because at the end of the day, the goal hasn’t changed. Buildings still depend on maintenance teams to keep everything running — quietly, reliably and every single day.